AI text humanization SaaS — multi-LLM pipeline that bypasses ZeroGPT detection, with Stripe billing baked in.
Single-model humanizers fail unpredictably — one model's output gets flagged, the next doesn't, and there's no automated way to pick the right pipeline for a given input. Most also lack actual payment infrastructure, so they never grow past the prototype stage.
A multi-LLM pipeline routes content through GPT-4, Claude, and Gemini with intelligent fallback logic — if one model produces flagged output, the next takes a different angle. Stripe handles subscriptions with webhook-driven plan changes; JWT auth keeps sessions stateless. UI is built around a glassmorphism design system to differentiate from the wall of generic AI tools.
Live SaaS with paying customers, automated billing, and a transformation pipeline that's resilient when any single provider gets stricter. The fallback architecture makes the product stay reliable as detection models evolve.