What are you trying to do?
Assess or prove An assessment, audit or proof of concept before committing. Optimise Something exists and underperforms — cost, speed or reliability. Build A new platform, pipeline or product capability. Migrate Move or modernise an existing estate.
Which product is the main one?
Analytics & BI Reporting, semantic models, dashboards. Governance Lineage, quality, catalogue, privacy. Security Access control, encryption, evidence. AI & ML Feature pipelines, training, deployment. Databases Modelling, tuning, HA, migration. AWS cloud Architecture, landing zone, FinOps.
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Complexity
Standard Clean sources, familiar patterns. Moderate Several systems, some unknowns. Advanced Legacy estate, heavy integration, unclear lineage.
Scope
Small One system or one reporting domain. Medium Several systems or a department. Large Enterprise-wide or multi-entity.
Governance load
Light Internal use, limited external obligation. Standard Audit trail and documented controls expected. Regulated Supervised entity, formal evidence required.
Timeline
Relaxed No hard deadline, cheaper to deliver. Standard Normal pace. Compressed Fixed external deadline.
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