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Our framework for building a world-class analytics capability

Introduction

This framework has been built from experience delivering analytics for Fortune 500 clients across North America, EMEA, and APAC. The guides below distil what works—and what doesn’t—so you can build a world-class analytics capability without reinventing the wheel.

In this guide

What is "advanced analytics"?
Kinds of algorithms (in plain language)
The main tasks in building advanced analytics
Agentic vs traditional analytics
Analytics patterns

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In this guide

Step 1. Know the business you're in
Step 2. Map the decisions that matter
Step 3. Find out where the business is going
Step 4. Turn decisions into analytics opportunities
Step 5. Score for business value
Step 6. Map your data
Step 7. Score for what you can actually build
Step 8. Build your roadmap

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In this guide

Team roles
Hiring
Technology and fragmentation
Change management

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