Discovery
Clarify the business question, available data, expected users, timeline, and success criteria.
Data Review
Assess structure, quality, access, definitions, and any cleanup needed before analysis.
Build
Create the analysis, dashboard, report, migration validation, or automated workflow.
Review
Walk through findings, refine deliverables, validate outputs, and document assumptions.
Handoff
Deliver usable files, documentation, recommendations, and follow-up support options.