Developers using AI coding assistants face uncertainty about whether the generated code actually matches their intent or contains hidden flaws.
Create a verification layer that analyzes AI-generated code for logical consistency, security vulnerabilities, and alignment with developer comments/instructions.
Sell to engineering teams adopting AI coding tools who need safety checks. Charge per verification or as a SaaS subscription.
Start with basic linting rules and intent matching, then expand to full program analysis.
Risk: May become redundant if AI coding tools build verification in-house.