Discovery Lens
C Combination Innovation
Two separate worlds finally connect — and the intersection is a product
One-Liner
Developer tool that scans codebase, CI/CD pipelines, and cloud infrastructure to automatically discover all AI systems, classify by EU AI Act risk level, and generate system registry.
The Surprising Insight
The assumption that discovering all AI systems requires asking humans is broken — a code scanner detects ML model files, AI service API calls, embedded classifiers, and inference endpoints automatically, producing complete inventory in hours
Risk Analysis
Outer edge = low risk · Center = high risk · Red = flagged dimension (≤ 0.35)
What do you think?
Related ideas you can explore free:
killed: Duplicate of S35-v73 TurboTax for AI Compliance which already covers this exact niche with fuller analysis.
killed: Cloud providers (AWS, Azure, GCP) will embed agent audit trails into their managed agent frameworks. Platform risk fatal.
killed: VLA models not production-ready for SME manufacturing use cases. Market timing too early, SME manufacturing is hard to sell into.