Discover
Clarify the decision, stakeholders and permitted data.
How we work
Clear expectations at every step.
Good analysis starts with agreement on the question, the evidence and what a useful answer looks like.
Scope
Agree deliverables, assumptions and review gates.
Build & review
Check the data and reconcile outputs before sharing.
Deliver & support
Review together and hand over operating notes.
Agree before building.
Discovery produces a problem statement and source inventory. A proposal records deliverables, assumptions, exclusions, fees and review milestones. Work begins after the commercial agreement and access requirements are approved.
Changes are explicit.
New sources or questions can change scope. We discuss the impact and obtain agreement before extending the work.
Review before handover.
Data checks and reconciliation accompany the analysis. Client review considers the agreed requirements and records revisions or acceptance.
Confidentiality has a boundary.
Public enquiries contain descriptions only. Sensitive data requires an approved transfer and access plan. Learners do not automatically receive client access.
What you receive.
The agreed output, metric definitions, limitations and operating notes. Ongoing support is scoped separately when needed.