We extract unwritten rules from your team, Slack, and docs — building executable maps so AI agents run your workflows safely.
Your company’s operating rules are trapped in people’s heads.
Before you can automate operations with AI agents, you have to solve the implicit knowledge bottleneck.
The Human Dependency
Critical decisions run smoothly only when Dave is working. When Dave is on vacation or leaves, the workflow stalls because the judgment rules live in Dave’s head.
The Thread Graveyard
Decisions on how to handle edge cases are buried across hundreds of Slack threads and DMs. They are never documented into a structured, repeatable standard.
The Scale Ceiling
You can’t deploy AI agents safely because generic LLMs guess or hallucinate when faced with ambiguous company policy. You need executable guardrails, not prompts.
Turn fragmented company knowledge into autonomous AI skills.
We don’t try to map your whole company on day one. We start with one real workflow — uncovering implicit knowledge from people and Slack into an executable AI architecture.
IF Refund > $5,000 & LTV > $20k -> Auto-Approve & Log in HubSpot.
Execution Result: Active Knowledge Map routing 3 executable AI agents safely.
We talk to the people who actually do it
Not a form, not a questionnaire — the actual conversation that gets at how the judgment calls get made in practice.
We build the map
The decision points, the exceptions, the “well, actually, unless...” — structured cleanly into something an agent can follow.
You get something real
Not a slide deck promising value later. A working map of one workflow, ready for an agent to run on safely.
If it’s right, we keep going
Same process, next workflow, until the parts of your business worth automating are completely covered.
Power. Speed. Control.
Everything your company needs to convert scattered, unwritten operational knowledge into safe, automated AI workflows.
Unwritten Rule Extraction
We turn implicit judgment calls stuck in Slack threads and employee memory into explicit, structured decision trees.
Deterministic Guardrails
Zero hallucinations. Every AI agent operates strictly within hard threshold rules and human escalation paths.
Zero Stack Churn
Works seamlessly with your existing tools — Slack, Notion, Zendesk, HubSpot, and custom internal APIs.
Founder-Led Execution
No account managers or junior bench consultants. You work directly with the founder from mapping to live deployment.
Human-in-the-Loop Control
Edge cases automatically route to your team with full context so no critical action happens blindly.
Built for Safe Autonomy
Agents handle repetitive multi-step operational tasks safely, freeing your team for high-value strategic growth.
Who this is for
We work best with leaders who have established workflows and want to automate operational decisions safely.
- There’s a real workflow at your company that only runs correctly because someone remembers how.
- That knowledge lives in people and threads, not in anything reliable and written down.
- You want an AI agent to actually take that work off someone’s plate — safely.
- There’s no real process here yet — you’d be paying us to invent one, not find one.
- The workflow is regulated in a way where an agent getting it wrong is unacceptable, full stop.
- You want it fully automated with nobody checking on day one.
- You’re not the person who can say yes to this.
One workflow mapped. 14 days. If it’s not right, you pay zero.
We pick one specific operational workflow together. We talk to your team, build the map, and deliver an agent-ready architecture. If you don’t find it immediately valuable, you pay nothing.
Frequently Asked Questions
Clear answers on how we turn implicit team knowledge into active, reliable AI agents.