Turn your Collective Intelligence into AI-ready Process Knowledge
Process framework,
reinvented for the age of AI.
Collabior is a lightweight, open, git-based process framework — starting with procurement — enabling simple co-design with your practitioners, and serving as authoritative source to govern your AI automation.
The idea in one line
Built for humans and AI.
Today's process documentation lives in heavy BPMN suites, PDF policies and scattered templates — expensive to build, slow to update, hard to read end‑to‑end, and invisible to AI. Collabior changes that.
The problem
Why legacy process frameworks are running out of runway
Traditional process frameworks and tools create structural bottlenecks in a world that now demands speed, collaboration and AI-readiness.
source
Complex to build & maintain
Specialist modelers become bottlenecks. Domain practitioners can't co-design.
Hard to read end-to-end
Policies, requirements and templates scatter across PDFs, wikis and SharePoints.
Compliance drift
No easy way to verify alignment with fast-evolving regulations.
Not AI-readable
Diagrams and scattered PDFs confuse LLMs and agents.
Slow update cycles
Typical refresh: every 1 to 3 years — the business moves faster.
Our promise
From documented processes to living, AI-ready knowledge
Three pillars move you from static diagrams to a repository your people co-design and your AI agents can query.
Deploy in weeks
Start with a standard procurement framework, extendable to any domain.
- Pre-built ontology of activities, rules, decisions and data flows
- Standard-then-tune — no cold start
- Same backbone reusable across domains
Co-design like open source
Your best practitioners propose improvements through a git-based workflow.
- Simple enough for any domain expert to contribute
- Pull-request review model — transparent & auditable
- Cross-team, even cross-company collaboration
AI-ready by design
An MCP server exposes the vetted repo to any enterprise app or AI agent.
- “What are the steps from A to B?”
- “What rule decides A vs. B in context X?”
- Ground truth for agents, copilots and automations
How it works
One repository, three audiences
Humans co-design it, an MCP server serves it, and AI agents plus enterprise apps consume it.
Contributors
Practitioners co-design
Collabior Core
Vetted, versioned repository
Consumers
Served via MCP
Value proposition
What Collabior delivers
Simple, scalable ontology
Activities, rules, decision parameters, automation, data in/out, skills, templates — one coherent model.
AI-ready & data-centric
LLM-readable structure. Every process element is queryable, groundable and citable by AI agents.
Your vetted repo of record
A single source of truth for AI to follow your processes and policies — with versioning and governance.
Native collaboration
Between internal practitioners today — and across companies (customers, suppliers, industry) tomorrow.
The shift
From legacy process frameworks → to Collabior
Ready to make your process framework AI-native?
Start with a 2-hour discovery workshop, then an 8-week pilot deploying the standard procurement framework and MCP endpoint on a scope of your choice.
