Not smarter AI. Organized AI.
We deploy virtual companies, not chatbots.
For teams that need coordinated AI, not isolated tools.
spent on enterprise AI annually.
86% of it fails. McKinsey / IDC, 2025
50 AI tools. Zero coordination. Expensive noise.
Every conversation starts from zero. Permanent amnesia.
One bad prompt and everything breaks. No recovery.
The problem isn't intelligence. It's organization.
Designed to degrade gracefully. Auto-recovery, audit trails, deterministic guardrails.
Carries context across tasks and time. Your patterns, decisions, and history — never lost, never shared.
Routes work across roles, models, and memory — not isolated tools duct-taped together.
An entire AI company — departments, memory, oversight — working together from day one.
A complete AI organization tailored to your business. Ready from day one.
Learns how your team works. Adapts over time.
Adapts to your organization over time. The longer it runs, the more valuable it becomes.
Adapts to your organization over time. The longer it runs, the more valuable it becomes.
Shaped by years of mission-critical engineering. Infrastructure, enterprise platforms, high-stakes systems.
Expects failure and routes around it. Auto-recovery, full audit trail, deterministic guardrails. Designed to stay legible when things go wrong.
AG11 research is led by Cristian Baita and built by a small team in Bucharest.
After 27 years in mission-critical software — national infrastructure, enterprise platforms, high-stakes systems — they're applying that discipline to multi-agent AI.
LinkedInArchitecture notes and pilot updates. No spam.