From raw exports to operating brain
Prepare
Classify, clean, redact, deduplicate, detect stale or conflicting sources, and produce a human review queue.
Approve
Route uncertain material to source owners and compile only approved, source-cited operating knowledge.
Build
Generate skills, action boundaries, evals, freshness reports, and read-only MCP tools for AI agents.
Five-minute local demo
npm install -g opscanon
opscanon demo --out opscanon-demo
opscanon serve-mcp --brain opscanon-demo/company-brain --dry-run
Built for agent adoption teams
AI agencies
Turn client exports into repeatable onboarding artifacts and cleanup tasks.
Ops leads
Map how the company works before agents touch customers, billing, or production.
Devtool teams
Make repos, docs, MCP servers, and support workflows easier for agents to use.