In six months a team of four built and launched a production platform that normally takes dozens of engineers years: 17 business modules on one core, 13 already in production, 24 types of legally valid state documents, 142 screens and 67 operations available to the AI agent. 86 organisations work in the system
137,617 documents, 101,429 deals and 59,354 bank transactions have passed through it, with 4,401 documents created in the last 30 days. Invoice time dropped from 40 minutes on the state portal to 2 minutes by voice. Three of five autonomy levels are live: the AI prepares, checks and acts, while every signature still passes through a human confirmation card. Real-time voice agents (Grok Live Voice 2.0, GPT Realtime) run in production behind one adapter layer. Engineering discipline: 2,280 commits, 1,198 reviewed pull requests, 21,500+ automated tests, 117 kill switches, automatic rollback and nightly secret scanning. Live integrations: Didox, E-IMZO, banks, Tasnif, 1C, MoySklad.