2,667 startup ideas — and my AI engine kept coming back to the same niche 23 times
Since EvoRadar went live, the engine has been doing three things on autopilot: scanning global signals, generating startup ideas, and killing the ones that aren’t strong enough.
Here’s what the data looks like now.
INPUTS (signal scanning)
• 1,034 signals collected from 308 distinct sources — government filings, R&D announcements, funding rounds, regulatory drafts
• Signal mix: 47% technology, 29% regulation, 19% funding
• Single highest-frequency signal source: EU AI Act (45 distinct events) — ahead of FDA, Nvidia, CATL, MIIT
OUTPUTS (after the engine evaluated and scored each idea)
• 2,667 startup ideas generated
• 608 survived the kill gate — survival rate 22.8%. The other three out of four were cut for thin defensibility, weak timing, or incumbent capture
• Of those 608 survivors, 213 (35.0%) were compliance- or regulation-driven
That alone is worth a pause. But the next part made me look twice.
THE ACTUAL POINT: CONVERGENCE
Write on Medium
Across three independent engine iterations — with the signal mix rotating between US-heavy, Asia-heavy, and Europe-heavy weeks — the engine independently surfaced EU AI Act-related opportunities 23 separate times.
Not the same idea restated 23 times. Twenty-three different angles on the same niche: compliance kits for SMEs, conformity-assessment marketplaces, post-deployment monitoring dashboards, dual EU-China navigators, mechanistic interpretability audits…
Out of 2,667 ideas, the single highest-scoring one:
🎉 “EU AI Act Compliance Platform” — 7.67/10
Compliance-driven ideas have held a 29–65% share across all three engine versions.
WHY THIS IS WORTH STOPPING FOR
EvoRadar is designed to chase novelty. Its imagination layer is biased toward unexpected cross-domain pairings, not safe well-trodden categories. When an engine like that keeps converging — across versions, across signal mixes, across months — onto the same opportunity space, the bias isn’t in the engine. The market is sending a signal.
The EU AI Act enforcement window is now open. CBAM is expanding. GDPR enforcement is tightening. Tens of thousands of SMEs and non-EU AI exporters need to ship compliant products — and the existing tooling is either Big-4-priced enterprise consulting or DIY PDF templates from law firms.
That’s the gap. The engine surfaced it 23 times.
WHAT’S NEXT
Given a signal that strong, I decided to build the tool myself — ComplianceLint, an EU AI Act compliance tool. Launching publicly in the next few days. A separate post will cover the architecture and positioning.
If you want to dig into the data behind this post, the engine’s idea database is live:
🔗 https://compliancelint.dev/
🔗 https://github.com/ki-sum/compliancelint
EUAIAct #AICompliance #BuildInPublic #SoloFounder
