What is Real Problem AI?

Real Problem AI is a curated directory of 200+ real problems worth building an AI startup around. Each problem is scored honestly on severity, AI feasibility, market signal, and competition gap. We're for builders looking for what to build, not for ethics debates about AI.

What is the difference between Real Problem AI and AI ethics or AI risks indexes?

Real Problem AI catalogues problems AI can solve — productive, commercial opportunities for builders. AI ethics indexes catalogue problems with AI itself (bias, environmental cost, copyright, consciousness). Different intent, different audience: founders and indie hackers vs researchers and policy folks.

What should I build with AI in 2026?

Look for problems with high severity (it costs people hours, sleep, or revenue every week), high AI feasibility (LLMs, vision or voice are great at this today), strong market signal (Reddit threads + willingness to pay), and a clear competition gap (incumbents miss the same obvious thing). Real Problem AI scores 200+ such problems for you on those four axes.

Where do Real Problem AI's startup ideas come from?

From three sources, scanned each cycle: 1) Reddit threads where people describe a real friction in their own words, 2) podcasts and talks of founders young builders trust (Nikhil Kamath, Aman Gupta, Ankur Warikoo, Raj Shamani, Andrej Karpathy, Greg Isenberg), and 3) a continuous 1,000+ source scan covering forums, app store reviews, regulator filings, and field interviews.

Is Real Problem AI free?

Yes. Browsing every problem, opening every score breakdown, raising your hand on a co-founder match, and the founder vault are all free. There is no paywall.

How is each problem scored?

Four axes, each 1-10, weighted: Problem Severity (30%), AI Feasibility (25%), Market Signal (25%), Competition Gap (20%). Weighted average is the Opportunity Score on each card. Only problems clearing 7.0+ make the live list.

Why do banks still treat stablecoin payroll as a mystery in 2026?

Remote-first companies paying contractors in USDC face account closures, KYC freezes and reporting confusion at every traditional bank touchpoint.

Category: FinTech · Trend: Compliance · Opportunity score: 7.8 / 10

What is the “Why do banks still treat stablecoin payroll as a mystery in 2026?” problem in 2026?

Remote-first companies paying contractors in USDC face account closures, KYC freezes and reporting confusion at every traditional bank touchpoint.

Who has this problem?

Bootstrapped global teams paying 5-50 contractors in stablecoins.

Evidence this problem is real

“Mercury froze the account because four contractors got paid in USDC last quarter. Two weeks of back and forth and we still cannot transfer back.”

Sourced from Hacker News 2026 threads on stablecoin banking debanking, Stripe Atlas + Mercury support tickets, GENIUS Act coverage in WSJ and CoinDesk.

Existing players in this space

Deel — Compliant but expensive at scale
Bridge.xyz — B2B rails, not the founder UX
Wise Business — FX-only, no stablecoin

What existing players are missing

A stablecoin-native global payroll product with a bank-recognised compliance wrapper: 1099 + W-8BEN handling, automated SAR-readiness reporting, and a stable USD on-ramp/off-ramp the founder can show their bank.

How Real Problem AI scores this opportunity

Aggregate score: 7.8 / 10. Four-axis rubric:

Problem severity: 8 / 10
AI feasibility today: 7 / 10
Market signal: 8 / 10
Competition gap: 8 / 10

How to build a solution: stack hints

USDC/USDT integration via Circle and Bridge
Travel-rule compliance layer (Notabene, Sumsub)
Tax-form auto-generation
Bank-friendly statement export