Stop building AI teams. Start redesigning collaboration.
Everyone's assembling multi-agent swarms. Research shows most will fail — not because of the models, but because we're projecting human organizational limitations onto a technology that doesn't share them.
SYNAPSE is an open-source organizational framework that unifies humans and AI into a single cognitive system. Instead of fragmenting AI into narrow agent roles, SYNAPSE defines how one AI partner collaborates with humans at graduated levels of autonomy.
🌐 Website: synapse-origin.github.io
Multi-agent architectures replicate the way humans need to organize — narrow roles, handoffs, coordination rituals. But AI doesn't share our constraints of attention, fatigue, or specialization.
Splitting an AI that can see an entire codebase into a "research agent" and a "review agent" is like blindfolding someone who can see the whole painting and asking them to describe it one corner at a time.
SYNAPSE takes a different approach:
- One AI partner, not an AI team — graduated autonomy based on task type, risk, and trust
- Humans stay in control — 4 defined roles with explicit veto powers
- Adaptive loops, not fixed sprints — event-driven governance that cuts meeting time from ~18% to ~9%
- Organizational memory — decisions compound, patterns emerge, the system learns
| Component | Description |
|---|---|
| 4 Human Roles | Intent Architect, Ethical Guardian, System Orchestrator, Sovereign Maker |
| 4 AI Agent Specs | Memory, Pattern, Simulation, Coordination — functional specs, implement with any LLM |
| 3 Governance Loops | Intent Sync, Pattern Review, Decision Moment |
| 11 Cognitive Metrics | Cognitive load, decision latency, adaptation rate, system trust, and more |
| Ethics Compliance | Built-in guardrails, bias detection, escalation protocols, human override |
| Graduated Autonomy | 4-level progression model based on task complexity and accumulated trust |
Use the Intent Statement template to make your objectives explicit.
Decision Record | Pattern Report
📖 Full getting started guide →
SYNAPSE follows an open-core model — like n8n or GitLab. The framework is free forever. We handle the infrastructure when you'd rather focus on your team.
Free & open source. Deploy on your own infrastructure with any LLM.
- Full framework specs & documentation
- All 4 AI agent specifications
- Templates, guides & getting started kit
- Deploy anywhere (Raspberry Pi to private cloud)
- Use Claude, GPT, Mistral, Llama, or anything else
- Community support via GitHub Discussions
→ You're here. Start exploring.
Everything in Community, managed for you. No setup, no maintenance.
- Guided onboarding
- Cognitive metrics dashboard
- Pre-configured agent templates
- Automatic updates & priority support
→ Free during beta. Request access
On-premise deployment with hands-on adoption support.
- Private cloud or on-premise
- Custom agent configuration
- Workshops: Intent Statement, team training on 4 roles
- Dedicated SLA
| Section | Content |
|---|---|
| Framework Overview | Complete framework specification |
| Roles | The 4 human roles |
| Agents | The 4 AI agent specs |
| Loops | The 3 governance loops |
| Metrics | The 11 cognitive metrics |
| Ethics | Ethics compliance system |
| Graduated Autonomy | 4-level autonomy model |
| Templates | All templates & tools |
| FAQ | Frequently asked questions |
- 4 AI agent specifications (functional + guardrails)
- 4 human roles with veto powers
- 3 adaptive governance loops
- 11 cognitive metrics
- Ethics compliance system
- Graduated autonomy model (4 levels)
- 100K+ words of documentation
- Cloud platform development
- Cloud private beta (now open)
- Pilot organizations (recruiting)
- Field validation (Q2-Q3 2026)
- Academic publication
Contributions are welcome on documentation, templates, translations, and case studies.
SYNAPSE is designed for sovereignty from day one:
- 🏠 100% self-hostable — your infrastructure, your rules
- 🔒 GDPR by design — anonymization, right to be forgotten, audit trail
- 🔓 Open-source LLMs — no dependency on US cloud providers
- 📊 Your data stays yours — no telemetry, no third-party sharing
Framework & documentation: CC BY-SA 4.0
SYNAPSE We're not making the old world more efficient. We're building the next one.
Made with 🧠 in France