What you get A working AI assistant inside your product — not a demo. It answers from your own documentation, hands off to a human when it isn't confident, and runs on infrastructure you own.

How it works

Discovery (2–3 days) — I look at your product, your support volume, and what your customers actually ask. You get a short written scope before any code. Build (2–3 weeks) — Retrieval setup over your docs, prompt and intent design, the integration into your app, and an evaluation harness so we can measure whether answers are right. Launch — Deployed to your environment, with monitoring and a handover doc your team can work from.

What's included

Retrieval-grounded responses (no invented answers) Human escalation path for low-confidence queries Channel integration — web, WhatsApp, or in-app Monitoring for latency, cost per query, and resolution rate Source code and full documentation, yours to keep

Good fit if You have real documentation or support history to work from and you want this in production, not a prototype.

Not a fit if You need a model trained from scratch, or you're looking for a no-code chatbot builder.