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growth playbook · Nov 9, 2026

f2.ai (opens in a new tab)

F2 growth playbook

Diagnosis

F2 has more proof than its website shows. The CEO's June post claims 100+ private credit funds and commercial banks, $400B+ in customer assets and 15,000+ deals analyzed. Golub Capital has invested $5 million and will run its credit process on F2, and a Live Oak Bank Managing Director is quoted on the Adam page. Yet the pages built for each buyer carry almost none of it. The private credit page, updated in October, has no customer name, quote or number.

The commercial banking page relies on one anonymous quote. The case study hub lists a single story. The demo page is one email field with no proof and no next step. Hiring shows where the company is heading: enterprise AEs and BDRs for commercial banks, a new Head of Partnerships for law firms, consultants and fund administrators, forward-deployed engineers for private credit, and recruiters for a bigger go-to-market team.

This playbook starts by moving the proof F2 already has onto the pages buyers land on, with one consistent speed claim and a demo page that tells people what happens next. After that come case stories, a partner program, integration pages, a bank-ready security pack and a paid pilot built around a firm's own closed deal. The big bets are a public Portfolio Monitoring launch with design partners and an annual benchmark run with the Global Credit AI Council.

Growth Score

7/10

Biggest Opportunity

Turn the Golub partnership, the Live Oak Bank quote and the 100+ funds and banks into visible proof on every page credit buyers land on, then grow through partners who already advise those buyers.

Biggest Risk

Rogo, Hebbia and BlueFlame (backed by Datasite) sell to the same deal teams and show far more public proof (Rogo claims 450+ firms). If F2's headline claims (5x, 75% faster) look unsupported next to a published case of 25–50%, cautious credit committees will slow down or choose a better-known name.

01

Start here

The three moves to make first. Each one is written up in full below.

  1. 1

    Put the proof you already have (Golub Capital, Live Oak Bank, Decathlon, 100+ funds and banks) on the private credit, banking and PE pages that show none

    Paste the Golub Capital quote and the Decathlon numbers into the hero section of /private-credit.

    High impact First result in 2 weeks
  2. 2

    Put "100+ funds and banks, $400B+ in assets, 15,000+ deals" on the homepage

    Confirm the numbers are still current and add the line under the logos.

    High impact First result in 2 weeks
  3. 3

    Make the demo page say what happens next, and route by firm type

    Write the "what happens next" sentence and add it under the form.

    High impact First result in 3 weeks

02

Your idea portfolio

22 ideas, grouped by when to run them. Open any idea for how to run it: the steps, who to approach, copy you can use, and how to measure it.

  • 7 ideas are marked Unexpected: plays you are unlikely to have tried.

Every idea placed by the effort it takes against the impact it could have. Quick wins sit top left; select a number to open that idea. The filters below narrow the list by status, timing, category and what Programmable can build.

Effort vs impactEach number is an idea. Select one to open it.
Impact →
Quick wins · 3Big bets · 9Fill-ins · 6Reconsider · 4
Effort →

Showing 22 of 22 ideas

This week 6

Quick wins with a clear first action.

  • 01

    F2's homepage now calls it "the agentic operating system for global credit", so the private credit page is the core landing page. It was updated on October 4, 2026, yet it has no customer logo, name, quote or number. The commercial banking page's only proof is an anonymous VP saying "I used this all of Christmas and it helped me a ton". The private equity page has one anonymous quote. Meanwhile F2 has strong, public, named proof that sits on other pages. Golub Capital (over $90bn under management) invested $5 million and runs its credit process on F2, and its co-CEO is quoted on the homepage. A Live Oak Bank Managing Director, a commercial banker, is quoted on the Adam page. Decathlon Capital, a private credit firm, is the published case study. The CEO's June post claims 100+ private credit funds and commercial banks, $400B+ in customer assets and 15,000+ deals analyzed. A credit officer who lands on the page for their own job sees none of it.

    High impactLow effort First result in 2 weeks Chief Revenue Officer

    First action

    Paste the Golub Capital quote and the Decathlon numbers into the hero section of /private-credit.

    How to measure it

    Industry-page demo conversion rate

    Now
    –
    Target
    +30%
    By
    60 days

    Steps

    1. 1

      List the proof

      Every logo, named quote, case number and traction stat already public, tagged by segment.

      Chief Revenue Officer 1 day

    2. 2

      Check permissions

      Confirm each logo and quote may be reused on segment pages; ask the $65B fund whether it can be named.

      Head of Sales 3 days

    3. 3

      Private credit page

      Golub quote, Decathlon numbers and the 100+ / $400B+ strip under the headline.

      Senior Software Engineer 1 day

    4. 4

      Commercial banking page

      Live Oak Bank quote and bank logos in place of the anonymous Christmas quote.

      Senior Software Engineer 1 day

    5. 5

      Private equity page

      PE logos and the fund quote.

      Senior Software Engineer 1 day

    6. 6

      Repeat at the form

      The same proof block next to each closing "Book a demo" form.

      Senior Software Engineer 2 hours

    7. 7

      Re-point links

      AE and BDR sequences and ads link to the segment page, not the homepage.

      Business Development Representative 2 days

    8. 8

      Measure

      Demo rate per page before and after, in HubSpot.

      Chief Revenue Officer monthly

    First result
    2 weeks
    Cost
    Staff time only
    Owner
    Chief Revenue Officer

    Smallest test

    Add the Golub quote and the 100+ / $400B+ strip to /private-credit today and compare demo requests over four weeks.

    Why it works

    Match each page to the proof from its own segment. Private credit: the Golub Capital quote and partnership line, the Decathlon numbers (2,753+ files, 128 reports, diligence tasks cut 25–50%) and a strip reading "100+ private credit funds and commercial banks, $400B+ in customer assets". Commercial banking: replace the Christmas quote with the named Live Oak Bank quote and show the Live Oak Bank and Western Alliance Bank logos. Private equity: the Siguler Guff and Monarch logos and the $65B fund quote, with its firm named if it agrees. Put one proof block above the fold, directly under the headline, and repeat it next to the final "Book a demo" form. Point AE and BDR emails and paid ads at these pages rather than the homepage.

    Enterprise credit buyers sign seven-figure contracts and answer to a committee. Proof from a peer they recognize, in their own segment, is the fastest way to lower that risk. Here the proof already exists and has been cleared for public use, so this is mostly a matter of moving it.

    Ready to use

    ChecklistSegment proof block

    /private-credit
    [ ] Golub Capital co-CEO quote + "$5M strategic partnership" line
    [ ] Decathlon Capital: 2,753+ files, 128 reports, diligence tasks cut 25–50%
    [ ] "100+ private credit funds and commercial banks · $400B+ in customer assets · 15,000+ deals"
    
    /commercial-banking
    [ ] Live Oak Bank Managing Director quote (replaces the anonymous Christmas quote)
    [ ] Live Oak Bank and Western Alliance Bank logos
    
    /private-equity
    [ ] Siguler Guff and Monarch Alternative Capital logos
    [ ] $65B fund quote, named if cleared
    
    All pages
    [ ] Same block repeated beside the closing demo form
    [ ] Link to the case study hub

    Risks and how to handle them

    • A customer does not want its logo on a segment page

      Ask first and use the traction numbers where a logo is not cleared.

    • Too much proof clutters the hero

      One quote, one number strip and logos; move the rest lower.

    Evidence

    • Your websitePrivate credit page ("AI Underwriting Platform for Private Credit Teams", updated October 4, 2026): "Evaluate more deals. Move faster with conviction."; "opportunity to IC memo 75% faster"; analysts spend "~70%" of their time extracting and reconciling data; "95.25% accuracy on SpreadsheetBench Verified"; modules for screening, underwriting, IC preparation and portfolio monitoring. No customer logo, name, quote or count anywhere on the page.Source
    • Your websiteCommercial banking page: "Get to a credit decision 75% faster. Without compromising auditability."; integrations named: Moody's, S&P, SharePoint and loan origination systems. Its only proof is an anonymous quote from a VP at a "Top 40 US Commercial Bank": "I used this all of Christmas and it helped me a ton." The private equity page (/private-equity) has one anonymous quote from a Director at a "$65B AUM" fund. Neither page shows a logo.Source
    • Your websiteHomepage (checked November 9, 2026): H1 "The agentic operating system for global credit." (it was "The AI platform for private markets investors" a year ago); five customer logos (Siguler Guff, Western Alliance Bank, Golub Capital, Live Oak Bank, Monarch Alternative Capital) and one testimonial, from Golub Capital's co-CEO; "5x Faster"; "SOC 2 Type II and GDPR Compliant"; "Zero data retention. Zero model training."; two ways to start, "Enterprise Rollout" and "Rapid Rollout" ("No integrations required to begin"); no customer count and no pricing.Source
    • Your websiteBlog post by the CEO (June 10, 2026): "100+ private credit funds and commercial banks"; monthly active users "up 650%" this year; "$400B+" in assets managed by customers; deals analyzed up 10x to "more than 15,000"; "roughly 5x throughput"; $24M total equity including a $14M seed led by HighlandX; Portfolio Monitoring "coming soon"; customers across North America, the UK, Europe and Asia; teams in New York, San Francisco and London; a Live Oak Bank Managing Director: "F2 is the rare tool that actually delivers on the promise of efficiency."Source
    • Your websiteCase studies: the hub lists one story, Decathlon Capital (private credit). The card says "2,753+" files uploaded, "128" reports and "Diligence task reduction: 50%"; the story itself says certain tasks fall "roughly 25–50%" depending on the deal, with five active users in the first four months. Next steps named: portfolio monitoring and historical benchmarking; Decathlon is a design partner for Institutional Knowledge.Source
  • 02

    In June the CEO published that F2 serves 100+ private credit funds and commercial banks with $400B+ in assets, and has analyzed more than 15,000 deals. The homepage shows five logos but no count at all. Rogo's homepage leads with "Trusted by 450+ of the leading firms in finance". Against that, a buyer comparing the two sees five logos and assumes F2 is small.

    High impactLow effort First result in 2 weeks Chief Revenue Officer

    First action

    Confirm the numbers are still current and add the line under the logos.

    How to measure it

    Homepage to demo click-through

    Now
    –
    Target
    +10%
    By
    45 days

    Steps

    1. 1

      Refresh the numbers

      Current funds and banks, assets and deals analyzed.

      Chief Revenue Officer 1 day

    2. 2

      Write the line

      One sentence with an "as of" date.

      Chief Revenue Officer 1 hour

    3. 3

      Ship it

      Under the homepage logos and in the page description.

      Senior Software Engineer 2 hours

    4. 4

      Reuse it

      LinkedIn and X bios, sales signatures, decks.

      Head of Sales 1 day

    5. 5

      Measure

      Demo clicks before and after.

      Senior Software Engineer monthly

    6. 6

      Refresh quarterly

      Update the numbers and the date.

      Chief Revenue Officer quarterly

    First result
    2 weeks
    Cost
    $0
    Owner
    Chief Revenue Officer

    Smallest test

    Add the line today.

    Why it works

    Add one line under the logo strip: "Used by 100+ private credit funds and commercial banks · $400B+ in customer assets · 15,000+ deals analyzed", with the date the numbers were last updated. Use the same line in the page description, on LinkedIn and X, and in the email signature for sales. Refresh it every quarter.

    Scale is a shortcut for risk. A count that is close to the leader's stops the comparison from being lopsided, and F2 has already published the numbers.

    Risks and how to handle them

    • Numbers go stale

      Show an "as of" date and put the quarterly refresh in the calendar.

    Evidence

    • Your websiteHomepage (checked November 9, 2026): H1 "The agentic operating system for global credit." (it was "The AI platform for private markets investors" a year ago); five customer logos (Siguler Guff, Western Alliance Bank, Golub Capital, Live Oak Bank, Monarch Alternative Capital) and one testimonial, from Golub Capital's co-CEO; "5x Faster"; "SOC 2 Type II and GDPR Compliant"; "Zero data retention. Zero model training."; two ways to start, "Enterprise Rollout" and "Rapid Rollout" ("No integrations required to begin"); no customer count and no pricing.Source
    • Your websiteBlog post by the CEO (June 10, 2026): "100+ private credit funds and commercial banks"; monthly active users "up 650%" this year; "$400B+" in assets managed by customers; deals analyzed up 10x to "more than 15,000"; "roughly 5x throughput"; $24M total equity including a $14M seed led by HighlandX; Portfolio Monitoring "coming soon"; customers across North America, the UK, Europe and Asia; teams in New York, San Francisco and London; a Live Oak Bank Managing Director: "F2 is the rare tool that actually delivers on the promise of efficiency."Source
    • Competitor researchRivals' own homepages: Rogo, "AI for the most ambitious firms in finance", "Trusted by 450+ of the leading firms in finance" with 60K bankers and investors and named clients; Hebbia, "Institutional Intelligence" with bank and law-firm logos; BlueFlame, "Datasite's AI agent for M&A" for private equity, investment banks and private credit, "3x Faster on VDR analysis".Source
  • 03

    F2's demo page is a single "Work email" field and a "Continue" button. It shows no logo, quote or number, and nothing says what happens after the email is sent or how soon someone replies. The BDR team qualifies inbound from three different buyers (GPs, lenders and deal teams), and the homepage offers two very different ways to start, Enterprise Rollout and Rapid Rollout. The form asks nothing that would send a credit fund, a bank and a PE firm to the right person.

    High impactLow effort First result in 3 weeks Head of Sales

    First action

    Write the "what happens next" sentence and add it under the form.

    How to measure it

    Demo page visit-to-request rate

    Now
    –
    Target
    +20%
    By
    60 days

    Steps

    1. 1

      Write the promise

      Who replies, how fast, what the demo covers.

      Head of Sales 1 hour

    2. 2

      Add the firm-type step

      Fund, bank or PE; Enterprise or Rapid Rollout.

      Senior Software Engineer 1 day

    3. 3

      Add proof

      Logo strip and one quote beside the form.

      Senior Software Engineer 2 hours

    4. 4

      Route in HubSpot

      Each answer to the right AE or BDR queue.

      Business Development Representative 2 days

    5. 5

      Hold the SLA

      Reply within one business day; alert when missed.

      Head of Sales ongoing

    6. 6

      Measure

      Completion and meeting-held rates by firm type.

      Business Development Representative monthly

    First result
    3 weeks
    Cost
    Staff time only
    Owner
    Head of Sales

    Smallest test

    Add only the "what happens next" line and the logos for two weeks.

    Why it works

    Keep the single email field, but add one choice after it: private credit fund, commercial bank, or private equity, plus "Enterprise" or "Rapid Rollout". Under the form, state the next step in plain words: "A credit specialist replies within one business day and runs the demo on a sample deal like yours." Add the logo strip and one segment quote. Route each answer to the matching AE in HubSpot.

    Senior credit buyers abandon forms that feel like a black box. A clear promise and visible proof reduce the drop-off, and routing gets the right AE on the first call.

    Risks and how to handle them

    • An extra step lowers completions

      Ask the firm type after the email is captured, so the lead is kept either way.

    Evidence

    • Your websiteDemo page: a single "Work email" field and a "Continue" button under "Request your demo"; four feature bullets; no logo, quote or number; nothing says what happens after the email is sent or how soon someone replies.Source
    • Your websiteHomepage (checked November 9, 2026): H1 "The agentic operating system for global credit." (it was "The AI platform for private markets investors" a year ago); five customer logos (Siguler Guff, Western Alliance Bank, Golub Capital, Live Oak Bank, Monarch Alternative Capital) and one testimonial, from Golub Capital's co-CEO; "5x Faster"; "SOC 2 Type II and GDPR Compliant"; "Zero data retention. Zero model training."; two ways to start, "Enterprise Rollout" and "Rapid Rollout" ("No integrations required to begin"); no customer count and no pricing.Source
    • HiringBusiness Development Representative, Private Equity/Private Credit (New York, posted February 11, 2026): "pipeline creation within commercial banks"; qualifies inbound from GPs, lenders and deal teams and runs outbound with Mid-Market and Enterprise AEs; measured on "qualified meetings set and pipeline created"; the post still refers to "Arc's differentiated AI offering".Source
  • 04

    F2's site makes four different speed claims: "5x Faster" on the homepage and Adam page, "75% faster" to an IC memo or credit decision on the private credit and banking pages, and "What used to take a week now takes 30 minutes" on the Adam page. The only published case study says certain diligence tasks fell "roughly 25–50%", but its card says "50%". Credit buyers check numbers for a living, and the gap between the headlines and the case study is the first question a skeptical committee will ask.

    Medium impactLow effort First result in 1 month Chief Revenue Officer

    First action

    List every speed claim on the site in one sheet.

    How to measure it

    Calls where the speed claim is challenged

    Now
    –
    Target
    -50%
    By
    90 days

    Steps

    1. 1

      Inventory claims

      Every speed number on the site and in decks.

      Chief Revenue Officer 1 day

    2. 2

      Gather data

      Customer timings by workflow from usage data and deployments.

      AI Deployment Strategist 1 week

    3. 3

      Pick the claim

      One headline and one honest range.

      Chief Revenue Officer 1 day

    4. 4

      Write the method note

      Workflow, start and end points, sample size.

      AI Deployment Strategist 2 days

    5. 5

      Update pages

      Homepage, Adam, segment pages and the Decathlon card.

      Senior Software Engineer 1 day

    6. 6

      Brief sales

      Same numbers in decks and calls.

      Head of Sales 1 hour

    First result
    1 month
    Cost
    Staff time only
    Owner
    Chief Revenue Officer

    Smallest test

    Fix the Decathlon card to say 25–50% this week.

    Why it works

    Choose one headline claim, define it (which workflow, measured from what to what, on how many deals), and publish a short "How we measure speed" note linked from every page that uses it. Show the range honestly, for example "25–50% on full diligence, up to 5x on screening", and change the Decathlon card to match its story.

    A claim with a stated method reads as evidence. Without one, an auditable-AI company is asking people to trust a number it cannot trace.

    Risks and how to handle them

    • The honest range looks less exciting

      Lead with the workflow where the gain is largest and show the method.

    Evidence

    • Your websiteHomepage (checked November 9, 2026): H1 "The agentic operating system for global credit." (it was "The AI platform for private markets investors" a year ago); five customer logos (Siguler Guff, Western Alliance Bank, Golub Capital, Live Oak Bank, Monarch Alternative Capital) and one testimonial, from Golub Capital's co-CEO; "5x Faster"; "SOC 2 Type II and GDPR Compliant"; "Zero data retention. Zero model training."; two ways to start, "Enterprise Rollout" and "Rapid Rollout" ("No integrations required to begin"); no customer count and no pricing.Source
    • Your websitePrivate credit page ("AI Underwriting Platform for Private Credit Teams", updated October 4, 2026): "Evaluate more deals. Move faster with conviction."; "opportunity to IC memo 75% faster"; analysts spend "~70%" of their time extracting and reconciling data; "95.25% accuracy on SpreadsheetBench Verified"; modules for screening, underwriting, IC preparation and portfolio monitoring. No customer logo, name, quote or count anywhere on the page.Source
    • Your websiteAdam page: "Adam 2.0 — The AI Deal Agent for Global Credit"; "5x Faster Underwriting"; "What used to take a week now takes 30 minutes"; "Onboard in 48 hours"; "Unlimited usage from day one"; quotes from Golub Capital's co-CEO and a Live Oak Bank Managing Director; no pricing or trial.Source
    • Your websiteCase studies: the hub lists one story, Decathlon Capital (private credit). The card says "2,753+" files uploaded, "128" reports and "Diligence task reduction: 50%"; the story itself says certain tasks fall "roughly 25–50%" depending on the deal, with five active users in the first four months. Next steps named: portfolio monitoring and historical benchmarking; Decathlon is a design partner for Institutional Knowledge.Source
  • 05

    F2 spun out of Arc in September 2025, and the newsroom still lists older items under the Arc name. The BDR post, which is the role that will email commercial banks on F2's behalf, still describes "Arc's differentiated AI offering". F2 is now hiring two recruiters to grow the go-to-market team, so every candidate and prospect who reads that post meets the old name.

    Medium impactLow effort First result in 1 week GTM Recruiter

    First action

    Fix the BDR post today.

    How to measure it

    Remaining "Arc" mentions outside the newsroom

    Now
    –
    Target
    0
    By
    2 weeks

    Steps

    1. 1

      Search

      All Ashby posts, the careers page and the site.

      GTM Recruiter 2 hours

    2. 2

      Fix job posts

      Replace the old name, starting with the BDR post.

      GTM Recruiter 2 hours

    3. 3

      Write the spin-out line

      One sentence for the newsroom and About copy.

      Chief Revenue Officer 1 hour

    4. 4

      Update the newsroom

      Add the line above the Arc-era items.

      Senior Software Engineer 1 hour

    5. 5

      Check templates

      Email and offer-letter templates in recruiting tools.

      Founding Technical Recruiter 1 day

    6. 6

      Recheck

      Search again each quarter.

      GTM Recruiter quarterly

    First result
    1 week
    Cost
    $0
    Owner
    GTM Recruiter

    Smallest test

    Fix the BDR post today.

    Why it works

    Search every open job post, the careers page and the site for "Arc" and replace it with F2, except in the newsroom, where a one-line note should explain the spin-out ("F2 was built inside Arc and spun out in 2025"). Add the same line to the About copy so buyers who find old Arc articles understand the link.

    One consistent name helps recruiting, search and buyer trust. A short spin-out note turns old Arc coverage into history rather than confusion.

    Risks and how to handle them

    • Losing the link to Arc's earlier coverage

      Keep the Arc items in the newsroom with the explanation.

    Evidence

    • HiringBusiness Development Representative, Private Equity/Private Credit (New York, posted February 11, 2026): "pipeline creation within commercial banks"; qualifies inbound from GPs, lenders and deal teams and runs outbound with Mid-Market and Enterprise AEs; measured on "qualified meetings set and pipeline created"; the post still refers to "Arc's differentiated AI offering".Source
    • Your websiteNewsroom: Golub Capital strategic partnership and $5 million investment (September 28, 2026); "F2 raises $14M for private credit platform" (June 10, 2026); Audit Mode launch (February 17, 2026); "F2 Spins Out of Arc with $10 Million Equity Round" (September 16, 2025); Forbes "The 50 Hottest Fintech Startups In 2025"; older items under the Arc name.Source
  • 08

    The sitemap lists six launch pages: /sheets-f2, /sheets-launch, /plan-mode, /audit-mode-launch, /introducing-agent and /deal-intelligence-demo. On /sheets-f2 and /deal-intelligence-demo, the only readable text is the page title, the navigation and the footer. Search engines and AI assistants read text, so as far as they can tell these product pages say nothing about the product.

    Medium impactLow effort First result in 1 month Senior Software Engineer

    First action

    Check which launch pages bring any traffic and which overlap.

    How to measure it

    Search entrances to launch and product pages

    Now
    –
    Target
    +40%
    By
    1 quarter

    Steps

    1. 1

      Audit

      Traffic and overlap for the six pages.

      Senior Software Engineer 1 day

    2. 2

      Decide

      Keep and write, or redirect.

      Chief Revenue Officer 1 day

    3. 3

      Write summaries

      150–300 words and a demo link per page.

      AI Deployment Strategist 1 week

    4. 4

      Add transcripts

      For any video.

      Senior Software Engineer 2 days

    5. 5

      Redirect duplicates

      To the current page.

      Senior Software Engineer 2 hours

    6. 6

      Measure

      Search entrances in Search Console.

      Senior Software Engineer monthly

    First result
    1 month
    Cost
    $0
    Owner
    Senior Software Engineer

    Smallest test

    Add text to /sheets-f2 this week.

    Why it works

    For each launch page, add a short text summary under the video or visual: what the feature does, who it is for, one customer result and a demo link, plus the transcript if there is a video. Pages that duplicate a newer one should redirect to it (for example, two Sheets pages to one Excel page).

    Text makes the pages findable for searches like "AI for credit spreading in Excel" and gives AI assistants something accurate to quote.

    Risks and how to handle them

    • Redirects lose existing links

      Point each redirect at the closest current page.

    Evidence

    • Your websiteLaunch pages: the readable text of /sheets-f2 and /deal-intelligence-demo is only the page title, the navigation and the footer; neither describes the product in text.Source
    • Your websiteSitemap (90 URLs, checked November 9, 2026): 43 blog posts, 28 glossary terms and 1 case study; comparison posts against Hebbia, Rogo, BlueFlame, Model ML and Ellis AI live inside the blog; launch pages such as /sheets-f2, /sheets-launch, /plan-mode, /audit-mode-launch, /introducing-agent and /deal-intelligence-demo; no integrations, pricing, security or UK/Europe page; glossary last updated June 25, 2026; a screening memo template exists only as a blog post (/blog/private-credit-screening-memo-template).Source

This quarter 11

The core plays for the next three months.

  • 06

    The case study hub lists one story, Decathlon Capital. F2 has at least two more customers who have already gone public. Golub Capital announced it will run screening, diligence, underwriting and portfolio monitoring on F2. A Live Oak Bank Managing Director is quoted on the Adam page and in the CEO's post. The CEO also claims 100+ funds and banks. The hub is not keeping up with the customer base.

    High impactMedium effort First result in 6 weeks AI Deployment Strategist

    First action

    Ask Golub Capital and Live Oak Bank for a 30-minute interview.

    How to measure it

    Case studies live

    Now
    –
    Target
    5
    By
    1 quarter

    Steps

    1. 1

      Shortlist

      One candidate per segment from each strategist's portfolio.

      AI Deployment Strategist 1 week

    2. 2

      Get approval

      Customer sign-off on name, quotes and numbers.

      Head of Sales 2 weeks

    3. 3

      Interview

      30 minutes plus usage data.

      AI Deployment Strategist 1 week

    4. 4

      Write

      Decathlon format with stated method for every number.

      AI Deployment Strategist 1 week each

    5. 5

      Publish and tag

      Segment tags and links from the industry pages.

      Senior Software Engineer 1 day each

    6. 6

      Use in sales

      Send the matching story after each first meeting.

      Enterprise Account Executive ongoing

    First result
    6 weeks
    Cost
    Staff time only
    Owner
    AI Deployment Strategist

    Smallest test

    Publish the Golub Capital story first.

    Why it works

    Write four new stories in the Decathlon format (problem, rollout, numbers, next steps): Golub Capital (private credit at scale), Live Oak Bank (commercial banking), one PE firm, and one non-US customer. Each AI Deployment Strategist proposes one story from their portfolio each quarter. Tag stories by segment so idea 1's pages can link to them.

    Committees want a peer who looks like them. Five stories across credit funds, banks and PE give every buyer a match.

    Risks and how to handle them

    • Banks are slow to approve

      Offer an anonymized version with segment and size while approval runs.

    Builds on

    Evidence

    • Your websiteCase studies: the hub lists one story, Decathlon Capital (private credit). The card says "2,753+" files uploaded, "128" reports and "Diligence task reduction: 50%"; the story itself says certain tasks fall "roughly 25–50%" depending on the deal, with five active users in the first four months. Next steps named: portfolio monitoring and historical benchmarking; Decathlon is a design partner for Institutional Knowledge.Source
    • PressGolub Capital (over $90bn under management) invested $5m in F2 and will run screening, diligence, underwriting and portfolio monitoring on an F2 platform built on its own data; it also launched a "Global Credit AI Council", an invitation-only forum for senior executives from a small number of private markets firms, chaired by Golub's co-CEO. The article adds that smaller credit firms are moving quickly into agentic AI while larger ones are slower because of data and compliance concerns.Source
    • Your websiteBlog post by the CEO (June 10, 2026): "100+ private credit funds and commercial banks"; monthly active users "up 650%" this year; "$400B+" in assets managed by customers; deals analyzed up 10x to "more than 15,000"; "roughly 5x throughput"; $24M total equity including a $14M seed led by HighlandX; Portfolio Monitoring "coming soon"; customers across North America, the UK, Europe and Asia; teams in New York, San Francisco and London; a Live Oak Bank Managing Director: "F2 is the rare tool that actually delivers on the promise of efficiency."Source
    • Your websiteAdam page: "Adam 2.0 — The AI Deal Agent for Global Credit"; "5x Faster Underwriting"; "What used to take a week now takes 30 minutes"; "Onboard in 48 hours"; "Unlimited usage from day one"; quotes from Golub Capital's co-CEO and a Live Oak Bank Managing Director; no pricing or trial.Source
  • 07

    F2 is hiring its first Head of Partnerships to sign consulting firms, law firms, fund service providers, data companies and industry associations through referral, reseller, co-sell and integration deals. The press coverage of the Golub deal notes that larger credit firms are held back by data and compliance concerns. Fund administrators and finance law firms see every deal and are trusted on exactly those concerns.

    High impactMedium effort First result in 1 quarter Head of Partnerships

    First action

    List the fund administrators and law firms that appear most often in current customers' deals.

    How to measure it

    Pipeline from partners

    Now
    –
    Target
    15% of new pipeline
    By
    2 quarters

    Steps

    1. 1

      Map overlap

      Administrators and law firms in current customers' deals.

      Head of Partnerships 2 weeks

    2. 2

      Design terms

      Referral and co-sell economics and account ownership.

      Head of Partnerships 2 weeks

    3. 3

      Sign three

      Two administrators and one law firm.

      Head of Partnerships 1 quarter

    4. 4

      Joint briefing

      One client briefing per partner.

      Enterprise Account Executive per partner

    5. 5

      Partner page

      What partners get and how to refer.

      Senior Software Engineer 1 week

    6. 6

      Report

      Pipeline, adoption and performance by partner.

      Head of Partnerships monthly

    First result
    1 quarter
    Cost
    Referral fees and event costs
    Owner
    Head of Partnerships

    Smallest test

    Run one joint briefing with one fund administrator.

    Why it works

    Begin with two partner types that touch every credit deal: fund administrators (who already hold borrower reporting, a natural fit for Portfolio Monitoring) and finance law firms (who draft the credit agreements F2 reads). Offer a referral fee, a joint "AI-ready credit process" briefing for their clients, and a data integration where it fits. Publish a partner page so partners have something to send.

    A trusted adviser's introduction shortens the compliance conversation, and these partners meet new funds and banks every week.

    Risks and how to handle them

    • Channel conflict with direct sales

      Agree account ownership rules before the first referral.

    Evidence

    • HiringHead of Partnerships (New York, posted October 6, 2026, $200K–$250K): builds partnerships with "consulting firms, law firms, fund service providers, technology and data companies, and industry associations" through referral, reseller, co-sell, integration and data agreements, with reporting on partner pipeline, adoption and performance.Source
    • PressGolub Capital (over $90bn under management) invested $5m in F2 and will run screening, diligence, underwriting and portfolio monitoring on an F2 platform built on its own data; it also launched a "Global Credit AI Council", an invitation-only forum for senior executives from a small number of private markets firms, chaired by Golub's co-CEO. The article adds that smaller credit firms are moving quickly into agentic AI while larger ones are slower because of data and compliance concerns.Source
  • 09

    PageSpeed's real-visitor data shows the homepage failing Core Web Vitals on responsiveness only: INP is 489 ms, against Google's 200 ms target, while load time (LCP 2.2 s) and layout stability (CLS 0) pass. The page carries 14 third-party services weighing 851 KB. The largest is a Facebook tag (282 KB, 360 ms of blocking), an unusual channel for senior credit buyers. HubSpot (280 KB) and Google Tag Manager (163 KB, 252 ms) come next, and about 541 KB of JavaScript goes unused.

    Medium impactLow effort First result in 1 month Senior Software Engineer

    First action

    List each third-party tag with an owner and a live campaign, or mark it for removal.

    How to measure it

    Homepage INP (75th percentile, real visitors)

    Now
    –
    Target
    Under 200 ms
    By
    60 days

    Steps

    1. 1

      Inventory tags

      All 14 services with owner and purpose.

      Senior Software Engineer 1 day

    2. 2

      Confirm usage

      Which ad platforms still run campaigns.

      Chief Revenue Officer 1 day

    3. 3

      Remove unused

      Drop tags with no owner or campaign.

      Senior Software Engineer 1 day

    4. 4

      Defer the rest

      Load after first interaction or idle.

      Senior Software Engineer 2 days

    5. 5

      Trim own JavaScript

      Split the 541 KB of unused code.

      Staff Software Engineer 1 week

    6. 6

      Re-test

      PageSpeed and field INP after 28 days.

      Senior Software Engineer monthly

    First result
    1 month
    Cost
    Engineering time
    Owner
    Senior Software Engineer

    Smallest test

    Defer the Facebook tag and compare INP on a staging page.

    Why it works

    Review every tag with marketing and decide its owner and purpose. Remove tags no campaign uses (check whether Facebook ads still run), load the rest after the first interaction or through a single tag manager container, and avoid running the same analytics twice. Then re-test INP.

    Fewer and later scripts free the main thread, so clicks on "Book a demo" respond at once. It also makes clear who owns each tag.

    Risks and how to handle them

    • Losing attribution data

      Keep one analytics and one CRM tag, and confirm reports still fill.

    Evidence

    • PageSpeedHomepage, mobile score 40 and desktop 75; real visitors fail Core Web Vitals on INP (489 ms) while LCP (2.2 s) and CLS (0) pass; lab mobile LCP 11.7 s; 2.3 MB page with 1.9 MB of JavaScript; 14 third-party services (851 KB), the largest a Facebook tag (282 KB, 360 ms blocking), HubSpot (280 KB) and Google Tag Manager (163 KB, 252 ms blocking); about 541 KB of unused JavaScript.Source
  • 10

    F2 has six comparison posts, against Hebbia, Rogo, BlueFlame, Model ML, Ellis AI and a general-purpose assistant, but they sit inside the blog. The Hebbia comparison dates from March 2026 and has a feature matrix but no customer proof and no pricing angle. Rogo claims 450+ firms and BlueFlame is backed by Datasite, so buyers searching "F2 vs" need proof as well as features.

    Medium impactMedium effort First result in 1 month Chief Revenue Officer

    First action

    Ask sales which two rivals come up most in current deals.

    How to measure it

    Demo requests from /compare

    Now
    –
    Target
    20 a month
    By
    1 quarter

    Steps

    1. 1

      Rank rivals

      By frequency in open deals.

      Enterprise Account Executive 1 day

    2. 2

      Refresh facts

      Each rival's current homepage and positioning.

      Chief Revenue Officer 1 week

    3. 3

      Add proof

      A quote from a firm that evaluated both.

      AI Deployment Strategist 2 weeks

    4. 4

      Build the hub

      /compare pages with dates; redirect old posts.

      Senior Software Engineer 1 week

    5. 5

      Link it

      Navigation and segment pages.

      Senior Software Engineer 1 day

    6. 6

      Refresh quarterly

      Re-check each rival.

      Chief Revenue Officer quarterly

    First result
    1 month
    Cost
    Staff time only
    Owner
    Chief Revenue Officer

    Smallest test

    Move the Hebbia post to /compare/hebbia with a date and one quote.

    Why it works

    Create /compare with one page per rival. Each page gets a "last checked" date, the feature matrix, a customer quote from a firm that evaluated both, and F2's "Unlimited usage" point against token-based pricing. Keep the fair tone of the existing posts ("more complementary than competitive"). Link the hub from the main navigation and from the segment pages.

    Comparison searches come from buyers who are already shortlisting. Dated pages with proof convert better and are what AI assistants quote.

    Risks and how to handle them

    • Outdated claims about rivals

      Date every page and cite the rival's own site.

    Evidence

    • Your websiteComparison post "F2 vs. Hebbia" (March 11, 2026): a feature matrix and the verdict "more complementary than competitive", but no customer proof and no pricing; the newest comparisons (Model ML, Ellis AI) date from August 2026.Source
    • Your websiteSitemap (90 URLs, checked November 9, 2026): 43 blog posts, 28 glossary terms and 1 case study; comparison posts against Hebbia, Rogo, BlueFlame, Model ML and Ellis AI live inside the blog; launch pages such as /sheets-f2, /sheets-launch, /plan-mode, /audit-mode-launch, /introducing-agent and /deal-intelligence-demo; no integrations, pricing, security or UK/Europe page; glossary last updated June 25, 2026; a screening memo template exists only as a blog post (/blog/private-credit-screening-memo-template).Source
    • Competitor researchRivals' own homepages: Rogo, "AI for the most ambitious firms in finance", "Trusted by 450+ of the leading firms in finance" with 60K bankers and investors and named clients; Hebbia, "Institutional Intelligence" with bank and law-firm logos; BlueFlame, "Datasite's AI agent for M&A" for private equity, investment banks and private credit, "3x Faster on VDR analysis".Source
  • 11

    AI Deployment Strategists own client portfolios and are asked to watch usage trends to time upsell and expansion. Decathlon Capital shows the pattern: five active users, 2,753+ files and 128 reports in four months, with portfolio monitoring and historical benchmarking named as next steps. F2's monthly active users rose 650% this year, which is a lot of signal to act on.

    High impactMedium effort First result in 1 quarter AI Deployment Strategist

    First action

    Pull usage for the top 20 accounts and mark which would have triggered last quarter.

    How to measure it

    Expansion revenue from existing accounts

    Now
    –
    Target
    +20%
    By
    2 quarters

    Steps

    1. 1

      Pick triggers

      Three usage signals that preceded past expansions.

      AI Deployment Strategist 1 week

    2. 2

      Build alerts

      Usage alerts into HubSpot or Salesforce.

      Senior Software Engineer 1 week

    3. 3

      Write business cases

      One-page ROI template per module.

      AI Deployment Strategist 1 week

    4. 4

      Run plays

      Strategist and AE meet the account within a week of a trigger.

      Enterprise Account Executive ongoing

    5. 5

      Feed product

      Repeated feature asks to the roadmap.

      AI Deployment Strategist monthly

    6. 6

      Review

      Trigger-to-expansion rate.

      Chief Revenue Officer quarterly

    First result
    1 quarter
    Cost
    Staff time only
    Owner
    AI Deployment Strategist

    Smallest test

    Run the play on five accounts that triggered last month.

    Why it works

    Define three expansion triggers per account: files uploaded per user passing a threshold, a second team (for example portfolio management) logging in, and repeated requests for features on the roadmap. Each trigger opens a task for the strategist with a ready-made business case. Each one also proposes the next module (Institutional Knowledge, Portfolio Monitoring) or more seats.

    Expansion offers land best when the customer has just felt the value. Triggers replace calendar-based upsell calls.

    Risks and how to handle them

    • Customers feel watched

      Frame it as a usage review and share the data with them.

    Evidence

    • HiringAI Deployment Strategist (New York) and Forward Deployed Engineer (New York, posted July 1, 2026): the strategist owns client portfolios, runs trials with AEs and watches usage trends to time upsell and expansion; the engineer embeds with "strategic Private Credit customers", builds connectors to data rooms and document systems and turns one-off work into platform capabilities, delivering value "in days, not quarters".Source
    • Your websiteCase studies: the hub lists one story, Decathlon Capital (private credit). The card says "2,753+" files uploaded, "128" reports and "Diligence task reduction: 50%"; the story itself says certain tasks fall "roughly 25–50%" depending on the deal, with five active users in the first four months. Next steps named: portfolio monitoring and historical benchmarking; Decathlon is a design partner for Institutional Knowledge.Source
    • Your websiteBlog post by the CEO (June 10, 2026): "100+ private credit funds and commercial banks"; monthly active users "up 650%" this year; "$400B+" in assets managed by customers; deals analyzed up 10x to "more than 15,000"; "roughly 5x throughput"; $24M total equity including a $14M seed led by HighlandX; Portfolio Monitoring "coming soon"; customers across North America, the UK, Europe and Asia; teams in New York, San Francisco and London; a Live Oak Bank Managing Director: "F2 is the rare tool that actually delivers on the promise of efficiency."Source
  • 12

    The commercial banking page names Moody's, S&P, SharePoint and loan origination systems. Forward Deployed Engineers build connectors to data rooms and document systems and are asked to turn one-off work into platform capabilities. Yet the sitemap has no integrations page, so a bank's IT or credit-ops reviewer cannot check fit before a call.

    Medium impactMedium effort First result in 1 quarter Forward Deployed Engineer

    First action

    List every connector built in customer deployments so far.

    How to measure it

    Integration-page sessions that lead to a demo

    Now
    –
    Target
    10 a month
    By
    2 quarters

    Steps

    1. 1

      Inventory connectors

      Live, beta and custom.

      Forward Deployed Engineer 1 week

    2. 2

      Check partner rules

      Logo and naming permissions for data providers.

      Head of Partnerships 2 weeks

    3. 3

      Write entries

      What flows, how it connects, status.

      Forward Deployed Engineer 1 week

    4. 4

      Build the page

      Filter by system type.

      Senior Software Engineer 1 week

    5. 5

      Link it

      Segment pages and the security pack.

      Senior Software Engineer 1 day

    6. 6

      Keep current

      Each new connector adds an entry.

      Forward Deployed Engineer ongoing

    First result
    1 quarter
    Cost
    Staff time only
    Owner
    Forward Deployed Engineer

    Smallest test

    Publish the four integrations already named on the banking page.

    Why it works

    Build /integrations listing each supported data room, document system, data provider and loan origination system, with a status (live, in beta, on request) and a short note on how the data flows. Each new connector built in the field gets an entry. Link it from the segment pages and the security pack (idea 15).

    "Does it work with our systems?" is an early blocker in bank deals. A public list answers it before the call and shows the product is getting deeper.

    Risks and how to handle them

    • Listing a custom connector as generally available

      Use clear status labels.

    Evidence

    • Your websiteCommercial banking page: "Get to a credit decision 75% faster. Without compromising auditability."; integrations named: Moody's, S&P, SharePoint and loan origination systems. Its only proof is an anonymous quote from a VP at a "Top 40 US Commercial Bank": "I used this all of Christmas and it helped me a ton." The private equity page (/private-equity) has one anonymous quote from a Director at a "$65B AUM" fund. Neither page shows a logo.Source
    • HiringAI Deployment Strategist (New York) and Forward Deployed Engineer (New York, posted July 1, 2026): the strategist owns client portfolios, runs trials with AEs and watches usage trends to time upsell and expansion; the engineer embeds with "strategic Private Credit customers", builds connectors to data rooms and document systems and turns one-off work into platform capabilities, delivering value "in days, not quarters".Source
    • Your websiteSitemap (90 URLs, checked November 9, 2026): 43 blog posts, 28 glossary terms and 1 case study; comparison posts against Hebbia, Rogo, BlueFlame, Model ML and Ellis AI live inside the blog; launch pages such as /sheets-f2, /sheets-launch, /plan-mode, /audit-mode-launch, /introducing-agent and /deal-intelligence-demo; no integrations, pricing, security or UK/Europe page; glossary last updated June 25, 2026; a screening memo template exists only as a blog post (/blog/private-credit-screening-memo-template).Source
  • 13

    F2's BDRs focus on "pipeline creation within commercial banks", and Enterprise AEs sell to Managing Directors, Group Heads and senior credit officers at banks on seven-figure contracts. The banking page promises a credit decision "75% faster", but its only proof is an anonymous Christmas quote. A Live Oak Bank Managing Director is already on record, and Western Alliance Bank's logo is on the homepage.

    High impactMedium effort First result in 6 weeks Enterprise Account Executive

    First action

    Write the three-email sequence and the session agenda.

    How to measure it

    Commercial bank sessions held

    Now
    –
    Target
    12 a quarter
    By
    1 quarter

    Steps

    1. 1

      Pick accounts

      Banks sized like current bank customers.

      Business Development Representative 1 week

    2. 2

      Write the offer

      Session agenda and three emails.

      Enterprise Account Executive 3 days

    3. 3

      Prepare the template

      A standard bank credit memo layout to adapt.

      AI Deployment Strategist 1 week

    4. 4

      Run outreach

      Credit officers and group heads.

      Business Development Representative ongoing

    5. 5

      Hold sessions

      AE and strategist together.

      Enterprise Account Executive ongoing

    6. 6

      Track

      Session to opportunity rate.

      Head of Sales monthly

    First result
    6 weeks
    Cost
    Staff time only
    Owner
    Enterprise Account Executive

    Smallest test

    Run the sequence to 30 credit officers.

    Why it works

    Build a commercial bank outbound play around one concrete offer: a 90-minute working session where F2 spreads one of the bank's anonymized past credits and drafts the credit memo on the bank's template, live. Outreach goes to senior credit officers and group heads, opens with the Live Oak Bank quote, and links to the banking page once idea 1 is done.

    Bank credit officers trust what they see on their own files more than a generic demo, and a named peer bank lowers the risk of saying yes.

    Risks and how to handle them

    • Banks cannot share files before a contract

      Offer to use a public filing or a sample borrower in the bank's format.

    Builds on

    Evidence

    • HiringEnterprise Account Executive (New York, posted May 5, 2026): full-cycle sales to commercial banks, investment banks and private credit institutions; buyers are Managing Directors, Group Heads and senior credit officers; "seven-figure contract values"; feeds market signals into pricing and the commercial banking roadmap; OTE $250K–$450K.Source
    • HiringBusiness Development Representative, Private Equity/Private Credit (New York, posted February 11, 2026): "pipeline creation within commercial banks"; qualifies inbound from GPs, lenders and deal teams and runs outbound with Mid-Market and Enterprise AEs; measured on "qualified meetings set and pipeline created"; the post still refers to "Arc's differentiated AI offering".Source
    • Your websiteCommercial banking page: "Get to a credit decision 75% faster. Without compromising auditability."; integrations named: Moody's, S&P, SharePoint and loan origination systems. Its only proof is an anonymous quote from a VP at a "Top 40 US Commercial Bank": "I used this all of Christmas and it helped me a ton." The private equity page (/private-equity) has one anonymous quote from a Director at a "$65B AUM" fund. Neither page shows a logo.Source
    • Your websiteBlog post by the CEO (June 10, 2026): "100+ private credit funds and commercial banks"; monthly active users "up 650%" this year; "$400B+" in assets managed by customers; deals analyzed up 10x to "more than 15,000"; "roughly 5x throughput"; $24M total equity including a $14M seed led by HighlandX; Portfolio Monitoring "coming soon"; customers across North America, the UK, Europe and Asia; teams in New York, San Francisco and London; a Live Oak Bank Managing Director: "F2 is the rare tool that actually delivers on the promise of efficiency."Source
  • 14

    F2 offers a Rapid Rollout with "No integrations required to begin" and promises "Onboard in 48 hours" and "Unlimited usage from day one". Decathlon's story shows that value came from surfacing context in large, messy data rooms. A trial on a new, live deal is hard to judge. A trial on a deal the team already underwrote gives them a known answer to compare against.

    High impactMedium effort First result in 1 month AI Deployment Strategist

    First action

    Write the closed-deal comparison template and offer it to the next three trials.

    How to measure it

    Rapid Rollout conversion to paid

    Now
    –
    Target
    +25%
    By
    2 quarters

    Steps

    1. 1

      Design the comparison

      Time, coverage and findings vs the real memo.

      AI Deployment Strategist 1 week

    2. 2

      Update the onboarding

      Closed deal first, live deal second.

      AI Deployment Strategist 3 days

    3. 3

      Brief AEs

      Position the offer in first meetings.

      Enterprise Account Executive 1 day

    4. 4

      Run three trials

      With the new opening step.

      AI Deployment Strategist 1 month

    5. 5

      Write the case

      Comparison write-up for each champion.

      AI Deployment Strategist per trial

    6. 6

      Measure

      Conversion vs earlier trials.

      Chief Revenue Officer quarterly

    First result
    1 month
    Cost
    Staff time only
    Owner
    AI Deployment Strategist

    Smallest test

    Offer it to the next trial.

    Why it works

    Make the first step of every Rapid Rollout "bring one closed deal": the team uploads the data room for a credit it has already approved. F2 produces the screening memo, spreads and IC memo draft, and the team compares them with what it actually wrote, scoring time saved and anything F2 found that the team missed. The strategist writes up the comparison as the internal business case.

    Evaluators trust results they can check against their own work, and the write-up gives the champion a ready-made case for the committee.

    Risks and how to handle them

    • The old deal's files are incomplete

      Let the team pick a deal with a full data room.

    Evidence

    • Your websiteHomepage (checked November 9, 2026): H1 "The agentic operating system for global credit." (it was "The AI platform for private markets investors" a year ago); five customer logos (Siguler Guff, Western Alliance Bank, Golub Capital, Live Oak Bank, Monarch Alternative Capital) and one testimonial, from Golub Capital's co-CEO; "5x Faster"; "SOC 2 Type II and GDPR Compliant"; "Zero data retention. Zero model training."; two ways to start, "Enterprise Rollout" and "Rapid Rollout" ("No integrations required to begin"); no customer count and no pricing.Source
    • Your websiteAdam page: "Adam 2.0 — The AI Deal Agent for Global Credit"; "5x Faster Underwriting"; "What used to take a week now takes 30 minutes"; "Onboard in 48 hours"; "Unlimited usage from day one"; quotes from Golub Capital's co-CEO and a Live Oak Bank Managing Director; no pricing or trial.Source
    • Your websiteCase studies: the hub lists one story, Decathlon Capital (private credit). The card says "2,753+" files uploaded, "128" reports and "Diligence task reduction: 50%"; the story itself says certain tasks fall "roughly 25–50%" depending on the deal, with five active users in the first four months. Next steps named: portfolio monitoring and historical benchmarking; Decathlon is a design partner for Institutional Knowledge.Source
  • 15

    F2 sells seven-figure contracts to banks and credit institutions. Its homepage promises "SOC 2 Type II and GDPR Compliant" and "Zero data retention. Zero model training.", and it has a Trust Center. The press on the Golub deal notes that larger firms adopt AI more slowly because of data and compliance concerns. The sitemap has no security page that explains these promises in a bank's own terms.

    High impactMedium effort First result in 1 quarter Head of Security

    First action

    Collect the last five bank security questionnaires and the answers given.

    How to measure it

    Median days from first meeting to security sign-off

    Now
    –
    Target
    -30%
    By
    2 quarters

    Steps

    1. 1

      Collect past reviews

      Last five bank questionnaires and answers.

      Head of Security 1 week

    2. 2

      Pre-fill

      A standard questionnaire with approved answers.

      Head of Security 2 weeks

    3. 3

      Diagram data flow

      Where documents go; how zero retention works.

      Staff Software Engineer 1 week

    4. 4

      Model-risk note

      How audit trails support review.

      Head of Security 1 week

    5. 5

      Publish summary

      Public page on f2.ai linking to the Trust Center.

      Senior Software Engineer 2 days

    6. 6

      Send early

      AEs share the pack after the first meeting.

      Enterprise Account Executive ongoing

    First result
    1 quarter
    Cost
    Staff time only
    Owner
    Head of Security

    Smallest test

    Send the pre-filled questionnaire in the next two bank deals.

    Why it works

    Build one pack, available through the Trust Center: the SOC 2 Type II report on request, a pre-filled standard security questionnaire, a data-flow diagram showing where documents go and how zero retention works, an explanation of how audit trails support model-risk review, and a public summary page on f2.ai. AEs send it after the first meeting, before the bank's vendor-risk team asks.

    Vendor-risk review is often the longest stage of a bank deal. Answering it up front shortens the cycle and shows that F2 understands how banks buy.

    Risks and how to handle them

    • Oversharing sensitive details

      Keep detailed documents behind the Trust Center's access request.

    Evidence

    • Your websiteHomepage (checked November 9, 2026): H1 "The agentic operating system for global credit." (it was "The AI platform for private markets investors" a year ago); five customer logos (Siguler Guff, Western Alliance Bank, Golub Capital, Live Oak Bank, Monarch Alternative Capital) and one testimonial, from Golub Capital's co-CEO; "5x Faster"; "SOC 2 Type II and GDPR Compliant"; "Zero data retention. Zero model training."; two ways to start, "Enterprise Rollout" and "Rapid Rollout" ("No integrations required to begin"); no customer count and no pricing.Source
    • HiringEnterprise Account Executive (New York, posted May 5, 2026): full-cycle sales to commercial banks, investment banks and private credit institutions; buyers are Managing Directors, Group Heads and senior credit officers; "seven-figure contract values"; feeds market signals into pricing and the commercial banking roadmap; OTE $250K–$450K.Source
    • PressGolub Capital (over $90bn under management) invested $5m in F2 and will run screening, diligence, underwriting and portfolio monitoring on an F2 platform built on its own data; it also launched a "Global Credit AI Council", an invitation-only forum for senior executives from a small number of private markets firms, chaired by Golub's co-CEO. The article adds that smaller credit firms are moving quickly into agentic AI while larger ones are slower because of data and compliance concerns.Source
  • 16

    F2 says it has customers across the UK, Europe and Asia and a team in London. Yet the sitemap has no page for UK or European buyers. Every segment page speaks in US terms ("Top 40 US Commercial Bank"), and the only case study is a US firm. European private credit funds have their own documents, reporting standards and GDPR expectations.

    Medium impactMedium effort First result in 1 quarter Chief Revenue Officer

    First action

    List current UK and European customers who might give a quote.

    How to measure it

    European demo requests

    Now
    –
    Target
    +50%
    By
    2 quarters

    Steps

    1. 1

      Find proof

      European customers willing to be named or quoted.

      AI Deployment Strategist 2 weeks

    2. 2

      Write the page

      Local proof, GDPR, GBP and EUR examples.

      Chief Revenue Officer 1 week

    3. 3

      Route demos

      European requests to the London team.

      Business Development Representative 2 days

    4. 4

      Ship it

      With en-GB tags where needed.

      Senior Software Engineer 2 days

    5. 5

      Use it

      London events and outbound.

      Enterprise Account Executive ongoing

    6. 6

      Measure

      European demo volume.

      Chief Revenue Officer monthly

    First result
    1 quarter
    Cost
    Staff time only
    Owner
    Chief Revenue Officer

    Smallest test

    Publish the page with one quote and send it in ten outbound emails.

    Why it works

    Publish /uk-europe (or /private-credit/europe) with European proof (a customer quote or logo if cleared), the GDPR and zero-retention points stated plainly, examples in GBP and EUR, and a demo route to the London team. Use it for London events and outbound to European funds.

    Buyers outside the US look for signs that a vendor supports their market. One page with local proof and a local contact removes that doubt.

    Risks and how to handle them

    • Too little European proof

      Start with the London team and an anonymized European quote.

    Evidence

    • Your websiteBlog post by the CEO (June 10, 2026): "100+ private credit funds and commercial banks"; monthly active users "up 650%" this year; "$400B+" in assets managed by customers; deals analyzed up 10x to "more than 15,000"; "roughly 5x throughput"; $24M total equity including a $14M seed led by HighlandX; Portfolio Monitoring "coming soon"; customers across North America, the UK, Europe and Asia; teams in New York, San Francisco and London; a Live Oak Bank Managing Director: "F2 is the rare tool that actually delivers on the promise of efficiency."Source
    • Your websiteSitemap (90 URLs, checked November 9, 2026): 43 blog posts, 28 glossary terms and 1 case study; comparison posts against Hebbia, Rogo, BlueFlame, Model ML and Ellis AI live inside the blog; launch pages such as /sheets-f2, /sheets-launch, /plan-mode, /audit-mode-launch, /introducing-agent and /deal-intelligence-demo; no integrations, pricing, security or UK/Europe page; glossary last updated June 25, 2026; a screening memo template exists only as a blog post (/blog/private-credit-screening-memo-template).Source
  • 22

    F2 has published a private credit screening memo template, but only as a blog post, and the sitemap has no downloadable resources. The site already runs a HubSpot email signup ("Send me occasional updates"), and BDRs qualify inbound from GPs, lenders and deal teams. Analysts look for ready-made templates, and a template in Excel (the format F2 says it works in natively) is something they would hand over an email for.

    Medium impactLow effort First result in 1 month Business Development Represen…

    First action

    Export the existing template to Excel and add a download form to the post.

    How to measure it

    Work-email downloads

    Now
    –
    Target
    150 a month
    By
    1 quarter

    Steps

    1. 1

      Build files

      Screening memo, IC outline, covenant tracker.

      AI Deployment Strategist 1 week

    2. 2

      Add forms

      HubSpot download forms on each post.

      Senior Software Engineer 2 days

    3. 3

      Write the sequence

      Three emails ending in the pilot offer.

      Business Development Representative 3 days

    4. 4

      Resources page

      One page listing every download.

      Senior Software Engineer 2 days

    5. 5

      Follow up

      BDR calls for downloads from target firms.

      Business Development Representative ongoing

    6. 6

      Measure

      Downloads to meetings.

      Head of Sales monthly

    First result
    1 month
    Cost
    $0
    Owner
    Business Development Representative

    Smallest test

    Add one Excel download to the screening memo post.

    Why it works

    Offer the screening memo, an IC memo outline and a covenant tracker as Excel and Word downloads in exchange for a work email. Each download starts a short HubSpot sequence: how to fill it in, how F2 fills it automatically from a data room, and an invitation to the closed-deal pilot (idea 14). BDRs follow up with downloads from target firms.

    Templates reach the analysts and associates who do the work and later champion the tool, earlier than any demo request would.

    Risks and how to handle them

    • Students and job seekers download

      Score leads by firm domain before BDR follow-up.

    Builds on

    Evidence

    • Your websiteSitemap (90 URLs, checked November 9, 2026): 43 blog posts, 28 glossary terms and 1 case study; comparison posts against Hebbia, Rogo, BlueFlame, Model ML and Ellis AI live inside the blog; launch pages such as /sheets-f2, /sheets-launch, /plan-mode, /audit-mode-launch, /introducing-agent and /deal-intelligence-demo; no integrations, pricing, security or UK/Europe page; glossary last updated June 25, 2026; a screening memo template exists only as a blog post (/blog/private-credit-screening-memo-template).Source
    • HiringBusiness Development Representative, Private Equity/Private Credit (New York, posted February 11, 2026): "pipeline creation within commercial banks"; qualifies inbound from GPs, lenders and deal teams and runs outbound with Mid-Market and Enterprise AEs; measured on "qualified meetings set and pipeline created"; the post still refers to "Arc's differentiated AI offering".Source

Big bets 3

Larger plays that can change the trajectory.

  • 19

    In June the CEO called Portfolio Monitoring (covenant tracking, exposure testing, fund-level reporting) "coming soon". The private credit page already lists it as a module, Decathlon named portfolio monitoring and loan performance dashboards as its next step, and Golub Capital plans to use F2 for portfolio monitoring. Monitoring runs every quarter for the life of a loan, so it turns a deal-time tool into something used year-round.

    High impactHigh effort First result in 2 quarters Staff Software Engineer

    First action

    Ask Decathlon and two other customers to join as design partners.

    How to measure it

    Paying Portfolio Monitoring accounts

    Now
    –
    Target
    20
    By
    3 quarters

    Steps

    1. 1

      Recruit partners

      Four or five customers with the need.

      AI Deployment Strategist 1 month

    2. 2

      Define the scope

      Covenants, borrower reporting, alerts.

      Staff Software Engineer 2 weeks

    3. 3

      Build with partners

      Biweekly reviews on real portfolios.

      Staff Software Engineer 1 quarter

    4. 4

      Measure results

      Hours saved and issues flagged early.

      Forward Deployed Engineer ongoing

    5. 5

      Price it

      Per-portfolio add-on.

      Chief Revenue Officer 2 weeks

    6. 6

      Launch

      Story with a design partner and a product page.

      Chief Revenue Officer 1 month

    7. 7

      Sell to the base

      Expansion play for every private credit account.

      AI Deployment Strategist ongoing

    First result
    2 quarters
    Cost
    Engineering quarter
    Owner
    Staff Software Engineer

    Smallest test

    Track covenants for one design partner's ten loans.

    Why it works

    Recruit four or five design partners (starting with customers that have already asked for it), build covenant tracking and borrower reporting with them, and launch publicly with their results: covenants tracked, hours saved per reporting cycle, early warnings caught. Price it as a per-portfolio add-on and publish a launch story with a design partner.

    Monitoring is recurring work, so it drives daily use and renewals, and it opens the portfolio management team as a second buyer inside each fund.

    Risks and how to handle them

    • Monitoring needs data the customer cannot share easily

      Start with borrower reports already in the data room.

    Evidence

    • Your websiteBlog post by the CEO (June 10, 2026): "100+ private credit funds and commercial banks"; monthly active users "up 650%" this year; "$400B+" in assets managed by customers; deals analyzed up 10x to "more than 15,000"; "roughly 5x throughput"; $24M total equity including a $14M seed led by HighlandX; Portfolio Monitoring "coming soon"; customers across North America, the UK, Europe and Asia; teams in New York, San Francisco and London; a Live Oak Bank Managing Director: "F2 is the rare tool that actually delivers on the promise of efficiency."Source
    • Your websiteCase studies: the hub lists one story, Decathlon Capital (private credit). The card says "2,753+" files uploaded, "128" reports and "Diligence task reduction: 50%"; the story itself says certain tasks fall "roughly 25–50%" depending on the deal, with five active users in the first four months. Next steps named: portfolio monitoring and historical benchmarking; Decathlon is a design partner for Institutional Knowledge.Source
    • Your websitePrivate credit page ("AI Underwriting Platform for Private Credit Teams", updated October 4, 2026): "Evaluate more deals. Move faster with conviction."; "opportunity to IC memo 75% faster"; analysts spend "~70%" of their time extracting and reconciling data; "95.25% accuracy on SpreadsheetBench Verified"; modules for screening, underwriting, IC preparation and portfolio monitoring. No customer logo, name, quote or count anywhere on the page.Source
    • PressGolub Capital (over $90bn under management) invested $5m in F2 and will run screening, diligence, underwriting and portfolio monitoring on an F2 platform built on its own data; it also launched a "Global Credit AI Council", an invitation-only forum for senior executives from a small number of private markets firms, chaired by Golub's co-CEO. The article adds that smaller credit firms are moving quickly into agentic AI while larger ones are slower because of data and compliance concerns.Source
  • 20

    F2 has two ways to start, Enterprise Rollout and Rapid Rollout, but no price for either, and enterprise contracts reach seven figures. Rapid Rollout needs no integrations and onboards in 48 hours, which suits a paid pilot. The Golub coverage also notes that smaller credit firms are adopting agentic AI faster than larger ones. Smaller funds can say yes to a fixed fee far more easily than to an open-ended enterprise negotiation.

    High impactMedium effort First result in 1 quarter Chief Revenue Officer

    First action

    Set the pilot scope and a draft price, and test it in five open deals.

    How to measure it

    Paid pilots converting to annual contracts

    Now
    –
    Target
    60%
    By
    3 quarters

    Steps

    1. 1

      Define scope

      One team, 60 days, success criteria.

      Chief Revenue Officer 1 week

    2. 2

      Set the price

      Fee credited to the annual contract.

      Chief Revenue Officer 1 week

    3. 3

      Test in deals

      Five open opportunities.

      Enterprise Account Executive 1 month

    4. 4

      Publish

      "Ways to start" page with the pilot price.

      Senior Software Engineer 1 week

    5. 5

      Deliver

      Strategist-run pilots with a results review.

      AI Deployment Strategist 60 days each

    6. 6

      Tune

      Win rates and objections into pricing.

      Enterprise Account Executive quarterly

    First result
    1 quarter
    Cost
    Staff time only
    Owner
    Chief Revenue Officer

    Smallest test

    Offer the pilot privately in five deals before publishing it.

    Why it works

    Package Rapid Rollout as a 60-day paid pilot with a published starting price, a fixed scope (one deal team, the closed-deal comparison from idea 14, a results review) and the fee credited against an annual contract. Show it on a simple "Ways to start" page. AEs feed objections and win rates back into pricing, as their role already requires.

    A clear, small first commitment shortens the cycle for mid-sized funds and filters out tire-kickers, and crediting the fee keeps the path to a full contract open.

    Risks and how to handle them

    • Anchors enterprise prices low

      Price the pilot by scope, and keep enterprise pricing custom.

    Builds on

    Evidence

    • HiringEnterprise Account Executive (New York, posted May 5, 2026): full-cycle sales to commercial banks, investment banks and private credit institutions; buyers are Managing Directors, Group Heads and senior credit officers; "seven-figure contract values"; feeds market signals into pricing and the commercial banking roadmap; OTE $250K–$450K.Source
    • Your websiteHomepage (checked November 9, 2026): H1 "The agentic operating system for global credit." (it was "The AI platform for private markets investors" a year ago); five customer logos (Siguler Guff, Western Alliance Bank, Golub Capital, Live Oak Bank, Monarch Alternative Capital) and one testimonial, from Golub Capital's co-CEO; "5x Faster"; "SOC 2 Type II and GDPR Compliant"; "Zero data retention. Zero model training."; two ways to start, "Enterprise Rollout" and "Rapid Rollout" ("No integrations required to begin"); no customer count and no pricing.Source
    • Your websiteAdam page: "Adam 2.0 — The AI Deal Agent for Global Credit"; "5x Faster Underwriting"; "What used to take a week now takes 30 minutes"; "Onboard in 48 hours"; "Unlimited usage from day one"; quotes from Golub Capital's co-CEO and a Live Oak Bank Managing Director; no pricing or trial.Source
    • PressGolub Capital (over $90bn under management) invested $5m in F2 and will run screening, diligence, underwriting and portfolio monitoring on an F2 platform built on its own data; it also launched a "Global Credit AI Council", an invitation-only forum for senior executives from a small number of private markets firms, chaired by Golub's co-CEO. The article adds that smaller credit firms are moving quickly into agentic AI while larger ones are slower because of data and compliance concerns.Source
  • 21

    The Golub partnership created a Global Credit AI Council: an invitation-only forum, chaired by Golub's co-CEO, for senior executives from a small number of private markets firms, to discuss how the industry builds AI into investment and operating processes. F2 also has a broad view of how credit teams work: 100+ funds and banks and 15,000+ deals analyzed. No one publishes a credible yearly benchmark of how credit teams use AI.

    High impactHigh effort First result in 2 quarters Chief Revenue Officer

    First action

    Agree the survey scope and the opt-in rules with the council chair's office.

    How to measure it

    Qualified meetings attributed to the benchmark

    Now
    –
    Target
    40
    By
    2 quarters after launch

    Steps

    1. 1

      Agree scope

      Questions, opt-in rules and anonymization.

      Chief Revenue Officer 1 month

    2. 2

      Run the survey

      Council members and peer firms.

      Head of Partnerships 6 weeks

    3. 3

      Pull aggregates

      Opt-in workflow statistics only.

      Staff Software Engineer 1 month

    4. 4

      Write the report

      Findings, method and peer ranges.

      Chief Revenue Officer 1 month

    5. 5

      Launch

      Council event, press and LinkedIn.

      Chief Revenue Officer 1 day

    6. 6

      Private comparisons

      Each participant against peers.

      AI Deployment Strategist 2 weeks

    7. 7

      Follow up

      AEs book reviews with report readers.

      Enterprise Account Executive ongoing

    First result
    2 quarters
    Cost
    Staff time, design and an event
    Owner
    Chief Revenue Officer

    Smallest test

    Survey 20 council-level executives and publish a short brief.

    Why it works

    Publish an annual report built on two sources: a survey of council members and their peers (adoption, workflows, governance, blockers), and aggregate, anonymized workflow statistics from F2 customers who opt in (for example, median time from data room to IC memo). Launch it at a council event and give each participant a private comparison with their peers.

    A respected benchmark makes F2 the reference point for AI in credit, gives AEs a reason to open conversations with senior buyers, and brings press coverage beyond funding news.

    Risks and how to handle them

    • Conflicts with the "zero data retention" promise

      Use only opt-in, aggregate workflow timing, never deal content.

    • Seen as a sales brochure

      Publish the method and include findings that do not flatter F2.

    Evidence

    • PressGolub Capital (over $90bn under management) invested $5m in F2 and will run screening, diligence, underwriting and portfolio monitoring on an F2 platform built on its own data; it also launched a "Global Credit AI Council", an invitation-only forum for senior executives from a small number of private markets firms, chaired by Golub's co-CEO. The article adds that smaller credit firms are moving quickly into agentic AI while larger ones are slower because of data and compliance concerns.Source
    • Your websiteBlog post by the CEO (June 10, 2026): "100+ private credit funds and commercial banks"; monthly active users "up 650%" this year; "$400B+" in assets managed by customers; deals analyzed up 10x to "more than 15,000"; "roughly 5x throughput"; $24M total equity including a $14M seed led by HighlandX; Portfolio Monitoring "coming soon"; customers across North America, the UK, Europe and Asia; teams in New York, San Francisco and London; a Live Oak Bank Managing Director: "F2 is the rare tool that actually delivers on the promise of efficiency."Source

Wildcards 2

Unexpected experiments, each with a cheap way to test it.

  • 17

    In October the CRO published F2's internal token-cost modeling: roughly two-thirds of tokens in a poorly structured generalist workflow go to context build-up, overhead, retries and verification. F2's homepage contrasts "Unlimited usage" with "Token-based" tools, and the Adam page promises "Unlimited usage from day one". The argument is strong, but it is written as an essay that a CFO or COO has no way to apply to their own numbers.

    Medium impactMedium effort First result in 1 month Chief Revenue Officer

    First action

    Turn the CRO's model into a spreadsheet with five inputs.

    How to measure it

    Work emails from the calculator

    Now
    –
    Target
    40 a month
    By
    1 quarter

    Steps

    1. 1

      Build the model

      Five inputs, two outputs, stated assumptions.

      Chief Revenue Officer 1 week

    2. 2

      Check the method

      Engineering review of the token assumptions.

      Staff Software Engineer 3 days

    3. 3

      Build the page

      Calculator and gated PDF.

      Senior Software Engineer 1 week

    4. 4

      Connect to HubSpot

      Leads with their inputs attached.

      Business Development Representative 1 day

    5. 5

      Promote

      LinkedIn, the blog post and sales emails.

      Chief Revenue Officer 2 weeks

    6. 6

      Follow up

      BDRs call leads with high deal counts.

      Business Development Representative ongoing

    First result
    1 month
    Cost
    Engineering time
    Owner
    Chief Revenue Officer

    Smallest test

    Share the spreadsheet version with ten prospects.

    Why it works

    Build a simple calculator: deals screened per year, files per data room, analysts per deal and average model price in, and estimated generalist token spend and analyst hours out, set against F2's unlimited-usage model. Show the method openly. Gate the detailed PDF behind a work email that goes into HubSpot.

    It turns a technical argument into a budget line the buyer's finance team can check, and it captures leads from operations and finance leaders who rarely book demos.

    Risks and how to handle them

    • Model prices change quickly

      Let users enter their own price and date the defaults.

    Evidence

    • Your websiteBlog post by the CRO (October 22, 2026): the specialist platform should "own the authoritative record" for its domain; "A folder of final documents is an incomplete memory"; F2's internal token-cost modeling finds roughly two-thirds of tokens in a poorly structured generalist workflow go to context build-up, overhead, retries and verification.Source
    • Your websiteHomepage (checked November 9, 2026): H1 "The agentic operating system for global credit." (it was "The AI platform for private markets investors" a year ago); five customer logos (Siguler Guff, Western Alliance Bank, Golub Capital, Live Oak Bank, Monarch Alternative Capital) and one testimonial, from Golub Capital's co-CEO; "5x Faster"; "SOC 2 Type II and GDPR Compliant"; "Zero data retention. Zero model training."; two ways to start, "Enterprise Rollout" and "Rapid Rollout" ("No integrations required to begin"); no customer count and no pricing.Source
    • Your websiteAdam page: "Adam 2.0 — The AI Deal Agent for Global Credit"; "5x Faster Underwriting"; "What used to take a week now takes 30 minutes"; "Onboard in 48 hours"; "Unlimited usage from day one"; quotes from Golub Capital's co-CEO and a Live Oak Bank Managing Director; no pricing or trial.Source
  • 18

    F2's monthly active users rose 650% this year across 100+ funds and banks. Credit analysts and associates move between funds and banks often, and a power user who changes firms is the warmest lead F2 can get: they already know the product and can describe its value to a new employer. BDRs are measured on qualified meetings and pipeline, and nothing in place today catches these moves.

    Medium impactLow effort First result in 1 quarter Business Development Represen…

    First action

    Count how many users left customer accounts in the last six months.

    How to measure it

    Qualified meetings sourced by former users

    Now
    –
    Target
    5 a quarter
    By
    2 quarters

    Steps

    1. 1

      Size it

      Users who left accounts in the last six months.

      Business Development Representative 2 days

    2. 2

      Consent flow

      Opt-in on account close.

      Senior Software Engineer 1 week

    3. 3

      Track moves

      Job-change signals for known users in the CRM.

      Business Development Representative ongoing

    4. 4

      Write the offer

      Alum-led Rapid Rollout for the new firm.

      Head of Sales 2 days

    5. 5

      Reach out

      Within a month of the move.

      Business Development Representative ongoing

    6. 6

      Measure

      Meetings and pipeline from alumni.

      Head of Sales quarterly

    First result
    1 quarter
    Cost
    Small thank-you budget
    Owner
    Business Development Representative

    Smallest test

    Email ten former power users who have moved firms.

    Why it works

    When a user's account closes because they left, invite them, with their consent, into an alumni list. When they land at a firm that is not a customer, offer that firm a Rapid Rollout led by the alum. Add a small thank-you (for example, a donation or event invitation) when it turns into a meeting. Watch job-change signals in the CRM for known users.

    A former user is a trusted internal champion from day one, and the cost per meeting is far below cold outbound.

    Risks and how to handle them

    • Privacy concerns

      Opt-in only, and never use data from the former employer's workspace.

    Evidence

    • Your websiteBlog post by the CEO (June 10, 2026): "100+ private credit funds and commercial banks"; monthly active users "up 650%" this year; "$400B+" in assets managed by customers; deals analyzed up 10x to "more than 15,000"; "roughly 5x throughput"; $24M total equity including a $14M seed led by HighlandX; Portfolio Monitoring "coming soon"; customers across North America, the UK, Europe and Asia; teams in New York, San Francisco and London; a Live Oak Bank Managing Director: "F2 is the rare tool that actually delivers on the promise of efficiency."Source
    • HiringBusiness Development Representative, Private Equity/Private Credit (New York, posted February 11, 2026): "pipeline creation within commercial banks"; qualifies inbound from GPs, lenders and deal teams and runs outbound with Mid-Market and Enterprise AEs; measured on "qualified meetings set and pipeline created"; the post still refers to "Arc's differentiated AI offering".Source
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See every playbook and website review

Independent research. Programmable wrote this playbook from public sources, as they stood on November 9, 2026, and cites them throughout. F2 did not commission, review or endorse it, and Programmable is not affiliated with F2. Company and product names are trademarks of their owners, used only to identify them. The ideas are suggestions and opinion, not professional, legal or financial advice, and not statements about how F2 runs its business.

Something wrong, or do you represent F2? Email [email protected] and we will correct it or take it down.

30/60/90 roadmap

What to focus on in each month, and the ideas that carry it.

  1. Days 1 to 306 ideas

    Move existing proof onto the private credit, banking and PE pages; put the traction numbers on the homepage; fix the demo page; agree one speed claim; clean up the old Arc name; add text to the launch pages.

  2. Days 31 to 6010 ideas

    Case stories, the first partners, a faster homepage, a comparison hub, usage-led expansion, an integrations page, a commercial bank pilot, the own-deal pilot, a bank-ready security pack and downloadable templates.

  3. Days 61 to 906 ideas

    UK and Europe page, the token-cost calculator and the alumni program; commit to the big bets: Portfolio Monitoring with design partners, a priced paid pilot and the annual benchmark with the council.

The research behind the plan

3 research areas, each summarised in a few lines. Open any of them for the full detail.

Customers

What customers say

Customers value hours of diligence and pre-screening work done in minutes. The most cited problem: analysts spend most of their time extracting and reconciling data.

  • Every number traces back to its source cell or page
  • Each deal starts from scratch
  • In their words: “IC memo”

Market

Competitive landscape

5 competitors compared: Rogo, Hebbia, BlueFlame AI, Model ML and 1 more.

  • Gap to exploit: Credit-specific AI with public, named proof from lenders
  • Rogo: Broad finance focus rather than credit underwriting
  • Hebbia: Horizontal; F2's own comparison says it "doesn't show the math"

Hiring signals

F2 is building a go-to-market engine around credit.

  • Enterprise Account Executive: Banks and private credit, seven-figure contracts. Ideas 13, 15, 20.
  • Business Development Representative, Private Equity/Private Credit: Pipeline in commercial banks; post still says "Arc". Ideas 3, 5, 13.
  • Head of Partnerships: Law firms, consultants, fund service providers, data partners. Idea 7.

From the team that wrote this playbook

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