Companies Don’t Have a Data Problem: They Have a Decision Problem

For more than two decades, organisations have tried to make the Chief Data Officer work.

They renamed it, expanded it, some even attached “AI” to it. Added responsibility after responsibility. Yet the conversation in boardrooms has barely moved: we still don’t trust our numbers, we still can’t see what’s coming, and we still make decisions largely on instinct.

That should tell us something.

The typical mandate given to a CDO or CDAO reads like a catalogue of corporate ambition: strategy, operating model, governance, ownership, architecture, platforms, quality, stewardship, literacy, AI portfolio, compliance, risk, value tracking, culture change. This list has been rolled out countless times as the only list that will make this role a success!

It sounds impressive, but It is also structurally impossible.

No executive can simultaneously run an enterprise transformation programme, build infrastructure, manage regulation, change behaviour, and influence strategy. The role has effectively been written as a permanent clean-up operation, responsible for fixing the organisation’s internal plumbing.

Plumbing matters, but plumbing does not determine direction.

Boards are not awake at 3am worrying about metadata models. They worry about whether their business model will still exist in five years. They worry about margin erosion they cannot yet explain. They worry about customers who are changing faster than the company understands. They worry about decisions they are forced to make with partial information, and this is precisely where the data leader has been missing.

By placing the role inside delivery — platforms, pipelines, tooling — organisations unintentionally removed it from strategy. The CIO and CTO own technology. The CFO owns financial truth. The COO owns operational execution. The CEO owns direction.

The CDO, meanwhile, is often left chairing meetings about definitions and data ownership. Important work, certainly, but not executive work.

This is why the role struggles for authority. Not because data is unimportant, because the mandate is mis-positioned.

The next version of the role cannot be a more technical CDO. It must be a more strategic one.

The modern enterprise does not primarily suffer from a lack of systems. It suffers from a lack of organisational clarity. Companies do not fail because they lacked dashboards, no way, they haven’t made the desired impact because they misread reality for far too long.

Someone in the executive team must be accountable for confronting the organisation with evidence, even when it contradicts optimism, hierarchy, or tradition.

That is the real job.

A bold CDO is not the owner of data infrastructure. That belongs with the CIO/CTO, where operational capabilities have always lived. Instead, the “data leader” (I still find that an odd term) becomes the executive responsible for decision intelligence, how the company understands itself and how it chooses its future.

The deliverables therefore change:

1. Decision Architecture — designing how critical business decisions are made and ensuring evidence is used where it exists.

2. Strategic Foresight — providing forward-looking intelligence on market, customer and competitive movement.

3. Commercial Truth — independently validating forecasts and transformation business cases.

4. Value Allocation — identifying where capital and effort should not be invested.

5. Customer Reality — aligning strategy to observed behaviour, not reported opinion.

6. Risk Anticipation — identifying where incentives, models or assumptions will lead to failure.

7. Enterprise Memory — institutionalising organisational learning so mistakes are not repeatedly repurchased.

8. Performance Causality — understanding what actually drives results, not merely reporting KPIs.

9. Board Decision Support — enabling the board to govern using evidence rather than presentations.

10. Executive Accountability — exposing gaps between stated strategy and operational reality.

Notice what disappears from the centre of the role: technology management.

Not because technology has become trivial, but because it is no longer rare. Platforms can be purchased, models can be acquired and tooling can be implemented. Many organisations already have more technology than they have understanding.

The scarce capability now is judgement grounded in evidence.

We are moving into a world where nearly every company will have access to advanced analytics and AI. Competitive advantage will not come from owning tools, but from making better decisions, earlier, and with more conviction than competitors.

That requires an executive whose primary loyalty is to reality.

If the CDO remains a programme manager for data initiatives, the role will continue to be questioned every budget cycle. But if the CDO becomes the organisational custodian of truth, the person who helps the CEO and the board see clearly, then the role stops being optional.

The future of the position is not technical elevation. It is strategic authority.

Organisations don’t need more dashboards.

They need someone accountable for whether the company is actually seeing the world as it is and acting accordingly.