EzguSavdo
In production Flagship productAI Sales OS — a Telegram seller that works 24/7
- Problem
- Small and mid-size retail loses leads: nobody answers at night, advice differs every time, and discounts are given at the seller’s discretion.
- Solution
- The AI agent understands text and voice, picks products, advises and negotiates within the store’s rules. The language model runs the dialogue, but prices and discounts are computed by a deterministic pricing engine, so margin stays under control.
- Technology
- Python, FastAPI, PostgreSQL, Telegram Bot API, LLM, React
- Outcome
- Running in production since May 2026. Multi-tenant architecture: from solo sellers to chains with 1C integration.