1. How much data do you need?
Enough to map the source, draft, correction, reviewer, final decision, and business outcome. We do not need a large data lake to begin.
Services
Buy the operating result, not another AI experiment.
Each engagement starts with one workflow, one measurable outcome, and one owner who can make decisions.
| Engagement | For whom | What you get |
|---|---|---|
| Workflow Diagnostic | A leadership team unsure where AI is leaking value | A ranked map of high-value workflows and a first loop design |
| Loop Sprint | A team ready to instrument one workflow | A working loop, the metrics, and a 90-day operating cadence |
| Commander Advisory | A chief executive or minister running a long campaign | Standing advisory, governance, and quarterly reviews |
Good fit
The best first project has pressure and proof.
- A repeatable workflow with enough volume to measure change.
- Named experts who know what a good answer looks like.
- A sponsor who can remove friction across data, process, and review.
Readiness scorecard
Score the workflow before you choose the tool.
1. Repetition
Enough similar work exists to learn from correction patterns.
2. Traceability
The source, draft, correction, reviewer, and final decision can be connected.
3. Authority
A process owner can change the handoff, review rule, data path, or tool.
Not a fit
- A request to buy a chatbot before the workflow is chosen.
- A proof of concept with no owner, no metric, and no operating decision.
- A vendor selection where independence is not wanted.
Buyer questions
Reduce risk before the work begins.
2. Do you choose the AI tool first?
No. The workflow comes first. Tool choice follows the evidence, budget, risk, and review needs of that workflow.
3. What if we already bought software?
We keep it if it fits the workflow. We change the method, data path, review rule, or tool only when the evidence says so.
4. What does the first call produce?
A candidate workflow, the correction trail to capture, the first metric, and the next evidence request.