First-Friction Note
Which recurring decision or workflow is creating friction?
There is plenty of guidance on what a data-driven organization should look like. The practical challenge is getting there from the systems, responsibilities and constraints you have today. That is why we wrote this book.
People, Data Quality, Data Architecture, Data Governance, Automation and AI each have their own methods and language. In everyday work, they depend on one another. Progress in one area can make a useful change elsewhere possible.
The people who understand a problem may not control the budgets, priorities or systems needed to solve it. Those making the decisions may not see what the change requires. Understanding both sides is part of making progress.
Our book, framework and toolkit help you start with a real problem, understand its dependencies and identify the support needed to act. Many small, connected improvements can build the conditions for better use of data across the organization.

A Practical Step-by-Step Guide
A hands-on guide to making progress within the organization you have. Start with a problem you can observe, understand what it depends on, and choose a change the people involved can support.
A technically sound solution can stall because people lack access, data means different things, or ownership is unclear.
Our framework connects six dimensions. It helps you see what a real decision needs, how the dimensions affect each other, and where a useful next step becomes possible.
Explore the connected frameworkFifteen practical instruments help you work through the decisions in front of you. Make the problem clear, bring the right people together, and agree what to do and what to look for next.
Preview the practical toolsWhich recurring decision or workflow is creating friction?
Who gains, who carries the work, and what must be in place?
What would we need to observe to change our decision?
Work with us on a real data or AI challenge, develop your team’s next step, or bring the discussion to your next event.
Explore ways to work together