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Services for operational teams

Start with the work. Use AI where it fits.

Use the Audit to choose the first project, the Sprint to build one workflow, or the Workshop to help employees apply an approved AI tool to real work.

Tell me what you're trying to fix

A rough description is enough. I will tell you which service fits, or whether the work should stay manual.

AI Opportunity Audit: know what to automate first and why.

Your company has manual work, scattered data, and employees trying new AI tools. The hard part is deciding which problems deserve money and attention. I study how the work moves, rank the opportunities, and show leadership which project to fund first.

  1. 01
    Two weeks, remote by defaultThe standard Audit covers the whole company up to 50 employees. Larger companies start with one operating area.
  2. 02
    Evidence from the people and systems doing the workOne executive sponsor, three to five operator interviews, process documents, representative data, and read-only system access.
  3. 03
    A ranked roadmap with three implementation briefsEach candidate is scored on business impact and feasibility. The top three receive short briefs covering the work, data, owner, risks, and likely approach.
  4. 04
    One complete Automation BlueprintWe choose the leading workflow during the first week. Its Blueprint defines the process, access, exceptions, acceptance criteria, and build scope.

7-Day Automation Sprint: build one workflow and put it to work.

Bring one repetitive task with a clear result. I map the routine path, decide where a person must step in, build the automation in the tools you already use, and test it against the Blueprint.

  1. 01
    One contained workflowThe Sprint covers one agreed process across no more than two systems. Larger applications and broad data cleanup need a different scope.
  2. 02
    Seven business days to a working automationThe build starts after the Blueprint, access, and test examples are ready.
  3. 03
    A live workflow your team can runYou receive the automation, a short operating playbook, owner training, and 14 days of fixes after handoff.
  4. 04
    $5,000 to $10,000The fixed price follows the Blueprint. If the workflow does not meet its acceptance criteria, the final payment is not due.

Already know the task you want to automate?

See the full Automation Sprint

Applied AI Workshop: put AI to work on your actual jobs.

This is a private, on-site working day for one company. Up to 12 employees learn in the AI tool your company has approved, using tasks and examples from their own work. It is not a generic tour of AI features.

  1. 01
    Preparation around your companyBefore the workshop, I meet with the executive sponsor and collect three to five real tasks, documents, or processes for the room.
  2. 02
    Short lessons, then hands-on workAbout 80% of the day is spent applying AI to company work, testing the output, and deciding where human review belongs.
  3. 03
    One repeatable work method per employeeEach participant finishes a useful method for one real task and knows how to check the result before using it.
  4. 04
    A tested company use-case libraryYour team keeps the methods, examples, review points, and owners developed during the day. The workshop is practical training, not a formal security or compliance audit.

Tell me what you're trying to fix.

I will tell you whether the work calls for a broader Audit, a focused Sprint, a private Workshop, or something else.

Tell me what you're trying to fix