Why do 70% of digital transformations fail?

Digital transformations fail because of decision-making failures, not technology failures. Organisations invest in the right platforms and still fail because nobody owns the decisions, nobody asks the right questions before the next investment, and the governance above the technology does not exist. The technology works. The governance does not.

What does a Fractional CDO actually do?

A Fractional CDO provides board-level data and transformation leadership without the cost of a full-time hire. They hold monthly strategic sessions, provide on-call access for time-sensitive decisions, evaluate AI tools using structured frameworks, deliver quarterly board-ready transformation reporting, and govern data and AI decisions across the organisation.

What topics does the Data Sentinels Deep Dive podcast cover?

The Data Sentinels Deep Dive podcast covers digital transformation strategy, AI governance, mining analytics, fractional CDO leadership, and practical lessons from transformation engagements in Southern Africa, the UK, and the US.

What blog categories does Data Sentinels publish?

Data Sentinels publishes articles in four categories: Transformation (why transformations fail and how to fix them), AI Governance (frameworks for responsible AI adoption), Leadership (the human side of change), and Fractional CDO (what the role is and when to hire one).

Data Sentinels Insights — transformation, AI governance, and mining analytics

THINKING FROM THE FIELD

The Decisions
Behind the Data.

Not technology commentary. Leadership thinking. Written for executives who are responsible for transformation: not just the people implementing it.

How to Build a Data-Driven Culture in Your Organisation

Most organisations already have the data they need to make better decisions. The real gap is not technology; it is the culture, governance, and leadership built around it.

Governance & Risk

Nono B

Jun 80 min read

The FILTER Framework for Transformation Priorities

You have seven transformation initiatives on the table. Three of them are being championed by people who will take it personally if they are deprioritised. All of them have business cases that justify investment. You cannot fund all of them. This is not a resource problem. It is a decision-quality problem. And most organisations are solving it with politics, not criteria. The FILTER framework is a decision tool for exactly this situation. Six questions. Applied consistently.

Data & AI Delivery