The Data Readiness Review
A fixed-fee, four-week review that shows what is really going on in your commercial data, what it is costing you, and what to fix first, before you invest in AI or new tools. About ten hours of your team’s time, scoped to one country or business unit, with the processes and data sources agreed up front.
| Week | What happens | Your time |
| 1 | Kick-off, a short survey, and access to data | 1–2 hours |
| 2 | Calls with four or five team representatives | 4–5 hours |
| 3 | Analysis and findings | None |
| 4 | Leadership debrief and roadmap | 2–3 hours |
What I look at
- Sources and coverage
- Structure and a single source of truth
- Process and people
- AI and automation readiness
Who it’s for
Commercial teams in pharma and biotech, in forecasting, market access, competitive intelligence and commercial excellence, that have data and tools in place but don’t fully trust the answers they get.