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How it works

How we set up a workflow for your school

We start by watching how your team does the work today. Then your AI teammate takes on the repeatable steps, and your staff keep every decision.

Four steps, with the hours measured before and after

  1. The finance manager shows her process on a laptop to a visiting consultant while a robot takes notes
    1

    Walkthrough

    We sit with the person who does the work today and watch every step, including the exceptions.

  2. A robot gives a thumbs up beside a calendar full of check marks
    2

    Map and baseline

    We write a one-page map of the workflow and record hours per cycle, cycle time and error rate before we build.

  3. The finance manager and a robot produce the same report side by side, and the two copies match
    3

    Shadow run

    The new workflow runs beside your team for at least two cycles while we compare the results.

  4. An IT technician connects a single cable to the robot's laptop beside a large on and off switch
    4

    Go live

    You get a written runbook, monitoring, and a named person to call. We keep the workflow current through each template year.

A real job · September 2026

Closing the books and Unaudited Actuals for a multi-charter network

Karl's own AI agent did this work for a client network, the same way your AI teammate would. One general-ledger export went in. This is who did what.

The AI agent

  • Built a full set of books from the ledger export
  • Checked state funding for every resource
  • Balanced every restricted resource
  • Tied opening balances to last year's forms and audit

It handed back

  • Every closing entry, in an Excel summary
  • One MIP import file
  • SACS import files
  • A board summary of the results

Karl

  • Reviewed the draft statements and every proposed entry
  • Imported the entry file into MIP himself
  • Cross-checked the SACS files and submitted them through the state portal
  • Edited the board summary before it went out

Source: Key Charter Advisors project record, September 1 to 3, 2026. Network name left out.

What you get

What your team receives after each cycle

An Excel file with live formulas, a PDF board report, an import file for your accounting system, and a dashboard refreshed after every close.

A friendly robot pointing at a board of charts

Start with one workflow

The first conversation takes about forty minutes. We talk through what your team does every month, where the hours go, and which workflow to map first.

A friendly robot relaxing with a coffee