How it works
01 · Describe
Tell OpenCognit what your company does. The AI Wizard generates a full team — CEO, specialists, roles, budgets — in one click. Or build manually.
02 · Delegate
The CEO agent breaks your goal into tasks, delegates to specialists, and tracks progress. Agents execute real work, remember context, and stay within budget.
03 · Review
Every output goes through a Critic loop before landing in your inbox. You approve the strategic calls. Agents handle everything else — 24/7 with self-healing retries.
Connect everything.
OpenCognit connects with your existing stack via standard protocols. From Discord and Slack to complex Enterprise ERPs and local compute clusters.
Claude
OpenRouter
Ollama
Gemini
OpenAI
SQLite
PostgreSQL
Docker
OpenClaw
TelegramWatch your agents think.
Management has
evolved.
Legacy management structures are obsolete. We provide the infrastructure for autonomous coordination at machine speed.
MemPalace Memory
Each agent has Rooms (key-value), Diary (timeline), and a Knowledge Graph. Agents tag outputs with [REMEMBER:room] — auto-saved, auto-summarized.
Semantic Memory
Facts stored as embeddings. Cross-agent retrieval via cosine similarity — your Research agent's notes surface when the CEO asks, even with different words.
Critic Loop
Every output passes a Haiku-powered evaluator before being marked done. Two retries, then HITL escalation. No silent failures, no shipped garbage.
CEO Extended Thinking
Sonnet 4.6 with native Extended Thinking reasons step-by-step before delegating. Calls meetings, requests board approval — not just prompt-chaining.
Atomic Budgets
Per-agent cent-level cost limits with forecasting. Agents pause at your cap. No more $400 surprise overnight.
Trust & Reputation
Agents build trust scores with each other based on critic reviews and peer feedback. The model router uses these scores to delegate intelligently.
Task DAG
Define task dependencies. When A completes, blocked tasks unlock and assigned agents wake automatically. Cycles rejected at creation time.
Multi-User Teams
Invite teammates with role-based access (owner/admin/member). Per-company isolation enforced at every API endpoint. Production-ready multi-tenancy.
Plugin Framework
Extend without forking. Plugins register API endpoints, dashboard widgets, sidebar nav, events. Self-hosted, AGPL-3.0, no cloud lock-in.
Start running your
company.
The old way
The new way
The OS for
autonomous companies
Multi-LLM Support
Orchestrate agents across Claude, GPT-4, Gemini, and local models via Ollama or vLLM seamlessly.
Self-Hosted
Your data, your compute. Deploy OpenCognit on your own infrastructure for maximum privacy and security.
Live Trace
Real-time monitoring of agent thought processes, tool calls, and communication logs in a unified terminal.
Budget Caps
Hard limits on token consumption and API costs at the project, team, or individual agent level.
Frequently Asked Questions
Start Your
Autonomous Journey
Build a future-ready organization with autonomous agent swarms. Open-source, self-hosted, and ready for production.
bash <(curl -fsSL https://raw.githubusercontent.com/OpenCognit/opencognit/main/install.sh)