Two weeks, fixed fee. We find where AI will actually make or save money in your business, and what it takes to do it safely.
Your operations, your data, your teams and the tools you already run.
5–8 ranked opportunities, a readiness scorecard, a governance and EU AI Act snapshot, and one costed pilot.
2 weeks, from the workshop to the readout.
CPG, manufacturing and PE-backed companies, about $5M+ revenue
Five opportunities, ranked. The first is the one to pilot.
| # | Opportunity | Est. ROI / yr | Risk | When |
|---|---|---|---|---|
| 01 | Supplier invoice intake | $118k–$151k | Low | Pilot first |
| 02 | Claims-status calls | $64k–$92k | Medium | Quarter 2 |
| 03 | Order entry from email | $41k–$70k | Low | Quarter 2 |
| 04 | Contract review triage | $28k–$55k | High | Needs a policy |
| 05 | Forecast commentary | $12k–$20k | Low | Later |
Governance needs · data readiness · first project scope · roadmap
Week 1: a 2-hour discovery workshop, 3–5 stakeholder interviews, remote, and a systems and data questionnaire.
Week 2: we size each opportunity by ROI and effort, and write it up.
60–90 minutes with the people who will decide. You leave with the ranked list and one costed pilot proposal.
Agreed before we start. The full fee is credited to the pilot if you go ahead within 90 days.
No. Part of the Sprint is finding out what your data can support today, and what it would take to get the rest. A use case that needs a data cleanup is ranked that way rather than quietly failing later.
No, we're tech-agnostic. We recommend what fits the work and the systems you already run, and we take no vendor money.
A pilot of the top-ranked opportunity, about $45k over 6–10 weeks, with success metrics fixed up front. The Sprint fee is credited if you sign the pilot within 90 days.
The free AI Value Preview is instant and self-serve: about 6–8 questions, then a one-page directional read. The Sprint is two weeks, with interviews, a readiness scorecard and a costed pilot proposal.
Tell us what you're working on. We reply within 2 business days.
I answer from what’s published on this site — nothing else. If I don’t know, I’ll say so.
Conversations are kept for 90 days.