New startup ideas · B2B, security and compliance · Security and compliance
startup idea
Recoursely
An agent that fights your fraud disputes, distributed through credit unions and employers.
Recoursely is a consumer subscription where an AI agent files and pursues the regulated paperwork after a scam or identity theft: Regulation E disputes with the bank, FCRA disputes with the bureaus, police reports, creditor freezes and follow-up until the money comes back or the case closes.
- AI agent as a service
- Consumer
- $1-10B market
- Network effects, winner takes most
- US first
3/5
venture judge
2
similar startups, last 2 years (16 all-time)
98%
of 4 nearest real companies still alive
yes
1 matching federal grants and programs
Direction supported by government programs and grants
Test it before you build it
$1,300 · 6 weeks · 12 prospects
For $1,300 and six weeks, prove that banks reverse professionally prepared Regulation E disputes often enough to sell, and that two mid-size credit unions will pay $2,500 each for a member-facing pilot.
Riskiest assumption · Banks resolve professionally prepared Regulation E disputes in the victim's favor at a rate high enough (at least 5 in 10 within the statutory clock) that a credit union will pay to offer the service, rather than stonewalling or rate-limiting third-party-prepared filings.
1Focus group: who and where
The VP of member experience or the fraud/BSA officer at a US credit union with $500M-$3B in assets, who wrote off unauthorized electronic transfer losses this quarter and heard about it in member satisfaction scores and board questions.
where to find 12 · The NCUA's public credit union directory filtered to $500M-$3B in assets (a complete list with contacts); CUInsight, where these executives read vendor case studies and industry commentary; a fall conference of a state credit union league such as GoWest Credit Union Association or Cornerstone League, where mid-size CU executives meet vendors in person. Victims for the case test come separately from r/Scams and r/IdentityTheft.
2Sell first, build later
A 90-day pilot: Recoursely's agent plus a human ops layer prepares and pursues up to 50 members' unauthorized-transfer disputes end to end (bank dispute, bureau freezes, police report, follow-up), launching within 30 days of signature, with reversal rates reported to the credit union monthly.
the ask · $2,500 per 90-day pilot (50 member cases, $50 a case), credited against year-one pricing on rollout
a real yes · A real yes is a countersigned pilot agreement, a paid invoice and a named launch date; innovation-team enthusiasm, unpaid proofs of concept, and introductions to their CUSO or league do not count.
3Small experiments
The first one attacks the riskiest assumption; each ends with a number that says whether to run the next.
1. Ten live dispute cases
$300 · 21 days
Recruit 10 recent victims of unauthorized electronic transfers from r/Scams and r/IdentityTheft (with moderator permission, offering free help). The founder prepares each Regulation E dispute package (timeline, evidence, the framing that fits that bank's process) and the victim signs and submits it, so no one practices law; track each bank's response against the 10-business-day provisional credit clock. Costs cover intake forms, certified mail and phone.
keep going if · 5 of 10 cases receive provisional credit or a reversal within 10 business days of filing
2. Twelve credit union pitches
$200 · 21 days
Pull 30 CUs at $500M-$3B from the NCUA directory, warm the list through CUInsight contacts and state league staff, and book 12 calls. Pitch the $2,500, 90-day, 50-case pilot using the live win-rate data from the case test as proof.
keep going if · 6 of 12 booked calls happen and 3 executives request the pilot agreement
3. League event signings
$800 · 14 days
Attend one state credit union league fall conference to meet the three warmest VPs in person and move their pilot agreements to signature, with the case-test reversal numbers printed on one page.
keep going if · 2 pilot agreements signed with invoices issued on site or within 5 days after
4Collect a deposit up front
Tesla took $1,000 refundable reservations for the Model 3 and $100 for the Cybertruck before building either: the deposit is the measurement, not the revenue.
$2,500
per prospect, refundable
how · A paid pilot invoiced up front: the VP of member experience signs a two-page pilot agreement and the $2,500 invoice is paid on signature, because a mid-size credit union can approve a sub-$5,000 vendor pilot without a full procurement cycle and a signed unpaid pilot proves nothing here. set up: Stripe Invoicing ↗
what it reserves · One of three pilot slots in the first cohort, a launch date within 30 days, and pilot pricing credited against year one if they roll out
refund · Refunded in full if the pilot has not launched within 60 days of signature.
target · 2 paid $2,500 pilots from 12 credit union conversations within 6 weeks
before taking money · This work sits under Regulation E, FCRA and the Credit Repair Organizations Act, so collect no fees from consumers before services are performed and have counsel review the authorization and filing model before anyone files a dispute on a member's behalf.
Go: build it if
5 of 10 live cases win provisional credit or reversal within the Regulation E clock, and 2 credit unions sign and pay $2,500 pilots, within 6 weeks
Kill: stop if
2 or fewer of 10 cases get provisional credit despite professional preparation, or zero paid pilots after 12 completed credit union conversations
5 Scripts to run itoutreach message, landing copy, deposit terms · click to open
outreach message
Your fraud team closes the Reg E file, but your member still lost the money and remembers who could not get it back. I run Recoursely: an AI agent plus a small ops team that prepares and pursues a member's disputes, freezes and reports until the case closes or the money returns. I am signing three credit unions for a $2,500, 90 day pilot covering 50 unauthorized transfer cases, with reversal rates reported to you monthly. Do you have 20 minutes this week?
landing page
Get your members' stolen money back, and get the credit $2,500 buys a 90 day pilot, 50 member cases, monthly reversal reporting Book a 20 minute pilot scoping call
deposit terms
The $2,500 pilot fee is invoiced on signature and covers up to 50 member cases over 90 days, starting on a launch date we set within 30 days. If the pilot has not launched within 60 days of signature, the fee is refunded in full. The fee is credited against year-one pricing if you roll out to all members.
Would you run this test?
One tap. The yes-share feeds the Demand pillar of this idea's score; nobody sees who answered.
Budgets are out-of-pocket estimates for a team of one to three, US market. Size the deposit to the deal, and check the terms before taking money in a regulated line.
Scorecard
One score that balances how trendy the idea is, the demand for it and its potential for 100x, with competition measured relative to every other idea in the catalog. Recent startup trends first, government priorities second.
79
Idea Score, 0-100 · raw 49.0 x 1.61
Warm
competition: more crowded than 32% of ideas · headwind x0.84
+0.8
government priorities, secondary (1 matching grants)
Trend
49
Is the wave forming now? 2025-26 entrants vs 2023-24, rounds since 2025, the sector's live-batch direction, the 2026 trend analyst.
- Entrants 2025-26 vs 2023-24 (similar companies)23
- Rounds announced 2025+ in the sector47
- Sector direction (live batch)100
- 2026 trend analyst25
Demand
78
Does anyone want it? YC's current RFS, companies already paid for something similar, the operator judge, founders' yes-rate in decks, readers who would run the test.
- YC asks for it (current RFS: idea / sector)60
- Someone already pays (similar companies, recent / all-time)100
- Operator judge: real pain75
100x potential
50
Can it return a fund? The venture judge (double weight), market-size and moat axes, neighbours still alive, the technologist judge.
- Venture judge50
- Market size axis33
- Moat axis100
- Neighbours still alive14
- Technologist judge50
Score = 100 x cbrt(Trend x Demand x 100x) x (1 - 0.5 x crowding) + government bonus (max 5), calibrated so the 95th-percentile idea scores 90 (order never changes). A geometric mean: a weak pillar cannot be papered over. Percentiles are among the 272 ideas in the catalog; the terms matched were fights, fraud, disputes, distributed, credit, unions, consumer, subscription.
The idea in full
- What
- Recoursely is a consumer subscription where an AI agent files and pursues the regulated paperwork after a scam or identity theft: Regulation E disputes with the bank, FCRA disputes with the bureaus, police reports, creditor freezes and follow-up until the money comes back or the case closes. The agent works from the user's connected accounts and email, a small licensed ops team handles escalations and anything requiring a human signature, and every closed case teaches the system which evidence and which framing actually gets a reversal at each institution. Consumers pay monthly, but almost all of them arrive through credit unions, insurers and employee benefit menus rather than through advertising.
- Why now
- Alterya (2022), which set out to protect humans from scams, and Protego (2021), which recovered chargeback revenue, are both in the graveyard because per-case human cost killed the unit economics; the 2026 cohort shows the institution side rearming with MouseCat (AI to fight financial crime), Incandor (behavioral intelligence infrastructure for anti-fraud) and BeeSafe AI (frontier AI defenses for social engineering attacks), with nothing pointed at the victim.
- Wedge: first customer and entry point
- Three mid-size credit unions offering it free to members as a retention benefit, starting with one case type only: unauthorized electronic transfers, where Regulation E timelines are strict and outcomes are measurable.
- Path to 100x
- Identity theft protection and consumer fraud recovery is a $1-10B subscription market, and outcomes here are a network: every dispute Recoursely wins reveals which argument works at which institution, and scam accounts reported by one member protect the next, so recovery rates rise with membership and a second entrant starts from zero evidence. Reaching a few hundred channel partners makes it the default benefit line item, and benefit menus rarely carry two of the same thing.
- Ceiling
- Credit unions and insurers own the member relationship, squeeze the per-member price at renewal, and the business settles as a low-margin benefits vendor.
- Closest real companies, as the generator saw them
- MouseCat and Incandor sell fraud detection to the institutions that deny the claims; BeeSafe AI defends the enterprise against social engineering. Recoursely represents the consumer against those same institutions and is paid on the consumer side, which is why the two do not converge.
- Main risk
- Banks and bureaus rate-limit or block agent-submitted disputes and the recovery rate collapses.
Five judges
Each judge scores every idea in the catalog with a named rubric; the venture judge decides whether a card is shown at all (4-5 is venture-grade).
Venture investor
3/5
The per-institution win-rate evidence base compounds, but credit unions owning the member relationship squeeze price into benefits-vendor margins.
Bootstrapper
2/5
Regulation E and FCRA work with a licensed ops team, revenue after three years, and credit unions squeezing per-member price at renewal.
Operator
4/5
Credit unions own the benefit budget and buy retention line items already, and Regulation E timelines make the recovered money measurable.
Technologist
3/5
Per-institution evidence of which framing wins Regulation E reversals compounds with volume, but the agent itself is paperwork automation banks can rate-limit.
Risk
2/5
Recovery depends on banks and bureaus accepting agent-filed Reg E and FCRA disputes, and those same institutions are the adversary that can rate-limit the pipe.
trends
2/5
The why-now is only that agents got cheap enough after Alterya and Protego died, a generic capability claim that was equally arguable in 2024.
Similar startups in the directory
Companies whose pitch matches most of the idea's terms (fights, fraud, disputes, distributed, credit, unions, consumer, subscription): 16 all-time, 2 from the last two years. Same matching as Idea Check.
Automate your chargeback dispute process. (Acquired by PayPal)
Hyponomy turns regulated credit, insurance and wealth products into governed, agent-ready services that AI channels like ChatGPT, Claude and Gemini can discover, explain, qualify, activate and enable direct usage of under the financial institution’s controls.
CRS is the single platform for all credit, fraud, and compliance needs.
Our SaaS is the only solution that enables banks and fintech to focus on scale while automating the burdensome and manual back-office tasks related to Payment/Card Operations and Compliance.
Enable Buy-Now-Pay-Later in a White-Labelled Manner
App for independent agents to sell financial products in India
Underwriting automation for small business finance
AI Document Fraud Detection for Banks, Credit Unions & Lenders
Narmi: Innovative Digital Banking Solutions for Modern Financial Institutions
Developer of an artificial intelligence-powered credit risk, identity and acquisition solutions platform designed to help lenders better serve underbanked consumers. The company's platform offers consumer credit score and traditional credit score checks based on social, web and mobile data, enabling lenders to detect identity fraud, verify application data and evaluate credit risk and confidently lend to financially invisible consumers who are not covered by credit bureaus.
Advanced manufacturing and distribution solutions (for China-based…
A credit card that drastically reduces payment fraud and gives…
The generator's reference companies
Real companies the model named as closest when it wrote the card, with their fate. A check mark is a company the radar could verify in its directory.
Public money in this direction
US federal grants, SBIR/STTR awards and open opportunities from the radar's public-money feed, matched to the idea's terms; the sector totals give the context.
1
grants and programs matching the idea
88
startup-relevant grants in Security and compliance
$41M
awarded in the sector, tracked
13
opportunities open now in the sector
- CAREER: Scalable Oblivious-Private Computation with Applications to Databases and Systemsawardmedium relevance
National Science Foundation · Secure &Trustworthy Cyberspace · $630K · posted 2026-07-20
Market signal
What the radar sees in Security and compliance: new companies by cohort year, the forming YC batch, and outcomes since the February snapshot.
Security and compliance · 43 → 45 → 83 → 74 → 47 new companies 2022 → 2026 · 94% aliveYC F26 live: 5 in this cluster, 4% of the batch (was 3% in S26)Since February, of 171 YC companies here: 2 acquired, 2 shut down, 27 rewrote their pitch
Design attributes
The card is one cell of a designed set: every axis below was chosen before the text was written, and the text had to realize it.
- Buyer
- Consumer
- Business model
- AI agent as a service
- Path to 100x
- Network effects, winner takes most
- Market size
- $1-10B market
- Capital intensity
- Capital-medium (ops, field teams)
- Speed to revenue
- R&D first, revenue after 3 years
- Technical depth
- Integrations, no-code
- Go-to-market
- Partners and channels
- Moat
- Network effects
- Geography
- US first
- Regulation
- Heavily regulated
- Vibe
- Boring business
Listed under
An idea sits in its own sector and in any sector its text clearly touches.
More ideas like this
B2B, security and compliance · Security and compliance
Claimyard
Marketplace turning scam, fraud and privacy losses into funded, aggregated consumer claims.
A consumer uploads what happened, screenshots of a romance scam, an unauthorized P2P transfer, a data misuse notice, and a no-code intake agent classifies the claim, pulls the paper trail from the bank or platform, and posts it to a marketplace of licensed attorneys, arbitration filers and litigation funders who bid to take it on contingency.
B2B, security and compliance · Security and compliance
Sentinet
Shared-defense agent for small firms: one member's confirmed fraud warns the whole network.
Sentinet connects in an afternoon to an SMB's mailbox, accounting system and bank feed, and runs an agent that screens invoices, vendor bank-detail changes and unusual logins.
B2B, security and compliance · Security and compliance
Vouchline
One AI agent answers your security questionnaires and reviews the ones you send.
Vouchline is an agent that sits on both sides of the vendor security review: for a small supplier it reads the buyer's questionnaire, pulls evidence from Drive, ticketing and cloud consoles, and returns a completed response in a day; for the buyer it reads incoming responses and flags the answers that contradict prior filings.
B2B, security and compliance · Security and compliance
Attestral
Agents that prove and verify vendor security continuously, replacing the questionnaire.
Attestral deploys agents inside an enterprise's stack that collect live control evidence and answer any customer's security review automatically; on the buying side, its agents interrogate a vendor's agents and check every claim against machine-readable evidence rather than prose.
B2B, security and compliance · Security and compliance
Codewarden
Continuous security for the AI-written software small businesses now run on.
Codewarden is a self-serve subscription platform that continuously scans, exploits and patches the AI-generated applications small businesses now build and deploy without security staff.
B2B, security and compliance · Security and compliance
Ironvane
Autonomous security operations agents that managed service providers resell and extend.
Ironvane gives managed service providers a runtime where security agents triage alerts, patch endpoints, revoke credentials and close tickets across their whole book of small business clients, with the provider approving actions rather than performing them.
Fictional company written 2026-08-23 from MarkosWeb data; the companies, grants and numbers around it are real and tracked. Treat the idea as a research prompt, not a plan.