The idea

“The Problem: In 2026, AI-generated code and data often lack a company’s specific "tribal knowledge" (naming conventions, security protocols, or internal architecture). Developers spend hours "janitorial cleaning" AI results to make them fit their specific standards. The Solution: An API where a developer sends [AI Output] + [Internal Standards Doc] and gets back [Standardized Data]. It acts as a middleware validator that ensures AI-generated content (like code or customer responses) follows a company's "Private Brand/Code Book." How to Get Paid: Usage-based credits via a gateway like Zuplo. Offer a "Developer Free Tier" for up to 100 checks/month. How to Market: Create a "Check my AI code" VS Code extension that uses your API. Every time a developer sees a "Fix" suggestion that follows their company style, they see your brand.”