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AI Business Ideas

LLM Instruction Reliability Monitor

Businesses building on LLM APIs face a critical problem: model updates silently break instruction-following behavior, causing production failures that only surface through user complaints. This platform provides continuous automated testing of whether your prompts still work as intended.

Satellite & IoT Security Intelligence Platform

Critical infrastructure operators face blind spots in securing satellite communications and industrial IoT devices. Recent research exposed sensitive internal links transmitted in the clear on GEO satellites. This platform uses AI to discover and monitor security vulnerabilities across distributed edge infrastructure.

CollabCanvas: AI Matchmaking for Creative Teams

Assembling the right creative team for a project is alchemy - wrong chemistry destroys timelines and quality. Agencies waste weeks vetting portfolios, checking references, and hoping personalities mesh. Freelancers miss opportunities because they're not in the right networks. Billions in project value evaporate due to team mismatches.