Nothing gets automated before it has been watched.
The workflow decides the technology. Every engagement runs the same four phases in the same order, because skipping one is how AI programs stall in month three.
- Project record
- Personnel register
- Approved imagery
- Approved capability language
- Cite the project record
- No unverified claims
- Comparable projects
- Named personnel
- Assembled draft
- Accuracy
- Completeness
- Client-facing risk
- Package
- Instructions
- Change record
Which work is worth touching
The decision is where to spend the engagement: which tasks repeat often enough, and cost enough, to be worth building around.
- the org chart gets mapped instead of the work
- the loudest department sets the priority
Frequency, duration, and who currently absorbs it.
What AI may reach, and who owns it
The decision is where the line sits between usable and controlled, and whose name is against each part of the answer.
- classifications are written that nobody can apply
- the rule is so tight people return to personal accounts
What is already being uploaded, and by whom.
Who runs it and who reviews it
The decision is which named person operates each workflow, and which named person is accountable for what leaves the building.
- the training teaches the tool instead of the job
- review is assumed rather than assigned
The workflow run by its owner, on live work, once.
What scales and what stops
The decision is which workflows earn more investment and which are retired. The second list is what makes the first one credible.
- activity is measured instead of outcome
- nothing is ever allowed to fail
Before and after on the same task, same reviewer.
Every workflow is handed over as a single page: trigger, approved sources, exclusions, steps, the named reviewer, the failure modes, and how it is measured. If your team could not run it from that page without calling me, it is not finished.
Read one →Bring one workflow that repeats.
Bring one workflow that repeats. We will walk it end to end and see what the structure underneath it would have to be.
nate@heilmanops.com
Hopkinton, Massachusetts