Ideas Database
111 data-backed startup ideas, scored and analyzed by our AI research engine.
AgentBrake — Runtime Safety Proxy & Circuit Breaker for AI Agent Startups
AI agents are going to production — and exploding. Literally. A Reddit founder watched his agent loop 8,000 times in 4 hours, racking up $340 in API fees for what should've been a 2-minute call summarization. Amazon's Kiro agent deleted a production environment and caused a 13-hour AWS outage after
VibeDebt — Automated Tech Debt Scoring & Remediation for AI-Generated Codebases
The vibe coding wave of 2025-2026 created millions of functional apps. Now comes the hangover. Founders who built MVPs in a weekend with Cursor, Bolt, or Lovable are discovering they can't maintain what they built. Reddit r/vibecoding is filled with posts like "My codebase is unmaintainable after 3
AgentReplay — Visual Session Replay & Root Cause Analysis for AI Agents in Production
When a traditional web app breaks, you open FullStory or LogRocket and watch what the user did. Session replay is a solved problem for UIs. But when an AI agent breaks — when it hallucinates, loops, takes the wrong action, or silently fails — there is no equivalent. Debugging is what one Reddit deve
GigGuard — EU Platform Work Directive Compliance Autopilot for Digital Platforms
The EU Platform Work Directive (PWD), which entered into force December 1, 2024, requires all 27 member states to transpose it into national law by December 2, 2026. This creates a simultaneous compliance earthquake across Europe's gig economy.
AgentProbe — AI Agent E2E Testing & Simulation Platform for Small Dev Teams
AI agents are everywhere in 2026 — from customer support bots to autonomous coding assistants to browser agents that navigate the web. But testing them is a nightmare. Traditional E2E testing frameworks (Cypress, Playwright, Selenium) were built for deterministic web apps. AI agents are non-determin
AgentProof — AI Agent Red-Teaming & QA Platform for EU AI Act Compliance
Companies are deploying AI agents at unprecedented speed — customer service bots, internal automation, autonomous workflows. But AI agents are fundamentally different from traditional software: they're non-deterministic, use multi-step reasoning, interact with external tools, and can fail in unpredi
SiteSchool — AI Micro-Learning & Safety Compliance Platform for Trade Workers
Eleven million construction workers in the US, millions more across Europe, all need safety training. OSHA alone mandates it, with fines exceeding $150,000 per serious violation in 2026. And yet the training landscape is absurd: either you pay $4,500-10,000/year for Procore (designed for project man
PriceGPT — AI Pricing Strategy & Revenue Experimentation Platform for SaaS Founders
SaaS founders face "pricing paralysis." They know their pricing is wrong — either too low (leaving money on the table) or structured badly (per-seat when usage-based would be better) — but they have no framework, no data, and no tools to fix it. The result? They pick a number, put it on the website,
FairScan — AI Dark Pattern Scanner for EU Digital Fairness Compliance
The EU has banned dark patterns. But most businesses don't even know they're using them.
KYCGate — AML/KYC Compliance Autopilot for Non-Financial Obliged Entities
The EU's new Anti-Money Laundering Regulation (AMLR) — directly applicable from July 2027 — fundamentally changes the game for "non-financial obliged entities." Real estate agents, lawyers, accountants, tax advisors, and notaries are now subject to the same harmonized AML rules across all 27 EU memb
EPCFlow — Digital Energy Performance Certificate Platform for EU Property Transactions
The recast Energy Performance of Buildings Directive (EPBD), which entered into force May 28, 2024, requires all EU member states to transpose new EPC rules into national law by May 29, 2026 — barely two months from now. The directive mandates:
LusoVoz — AI-Powered Content Localization Hub for the 300M Portuguese-Speaking World
The Portuguese-speaking world is linguistically fragmented in ways that AI tools completely ignore: