Skip to content
Funf Baren

How it works

One request path. Human still in the loop.

Map the real clocks, put a door on intake, then run request, context, approval, and exception with HITL. AI waits until that path works.

Truth clock vs reality clock

The truth clock is how long the work should take.

The reality clock is how long it takes when the request lives in chat, a sheet, and a pasted email.

Those clocks rarely match. The gap is the process, not the model.

The door is guided intake

One place in Workspace to ask.

Routing and a record from the first message.

No more hunting across threads to see who approved what.

The loop

Request, then context, then approval, then exception. Same path every time.

How a request moves

Intake, context, then humans on approval and exceptions.

  1. Request

    Intake lands

  2. Context

    Policy + history

  3. Approval

    Human in the loop

    HITL
  4. Exception

    Human in the loop

    HITL

Where HITL sits

Humans stay on Approval and Exception.

That is the loop, not a later add-on.

Fractional CPO work lives here: design the path, sit on the hard cases, hand off a system people can run.

Where AI sits

AI comes after the first path works.

If the process is a mess, automation runs the mess faster.

Write the rails first. Then put an agent on the rails.