Once you know what analytics to build and why (strategy) and how the work gets done (understanding advanced analytics), the next step is deployment: building the team, putting the right technology in place, and rolling out change so that analytics lands with decision-makers.
This guide is in four parts:
- Team roles — Who does what in a modern analytics function, and how roles fit together.
- Hiring — How to hire for the analytics team you actually need: role clarity, skills that matter, and what to look for.
- Technology and fragmentation — The analytics stack (storage, transformation, orchestration, consumption) and how to handle tool sprawl and keep things consistent.
- Change management — How to roll out agentic analytics: champions, buy-in, feature workshops, and piloting before you scale.
Where to go from here
- To decide which analytics to build and in what order, see TrueState 360.
- For the technical foundations (algorithms, tasks, patterns), see Understanding advanced analytics.