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 (14 all-time)
98%
of 4 nearest real companies still alive
yes
1 matching federal grants and programs
Direction supported by government programs and grants
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.
77
Idea Score, 0-100 · raw 47.1 x 1.64
Warm
competition: more crowded than 32% of ideas · headwind x0.84
+0.8
government priorities, secondary (1 matching grants)
Trend
43
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 sector25
- 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): 14 all-time, 2 from the last two years. Same matching as Idea Check.
Automate your chargeback dispute process. (Acquired by PayPal)
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
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…
Partnerspace is a partnership co-pilot that helps financial institutions and insurers expand customer acquisition by unlocking new distribution channels through affiliate and embedded partnerships with tech platforms.
Trulioo, the leading global identity & business verification service, provides instant electronic identity & business verification for 5 billion people and 250 million companies worldwide.
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
73
startup-relevant grants in Security and compliance
$18M
awarded in the sector, tracked
23
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 · 42 → 45 → 83 → 75 → 32 new companies 2022 → 2026 · 94% aliveYC S26: 7 in this cluster, 3% of the batch (was 3% in X26) (F26 is still forming: 21 listed)Since February, of 171 YC companies here: 0 acquired, 2 shut down, 24 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.
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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.