What Does It Really Mean to Actually Be Data Driven?
It Means Operating The Business On Clearly Defined Business Facts That Drive Action.
But the word data sends organizations in the wrong direction.
They ask:
What value can we get from our data?
Instead of:
What problems do we have, and what are they costing us?
That shift is everything. Finding business value in data is not as direct as starting with known business challenges. This is a common reason analytics fail to deliver game-changing business impact.
The word data sounds like a job for IT. So requirements get gathered from the business by IT. The business describes symptoms, not root causes. They do not yet have the understanding to identify and solve the root cause.
Reports and dashboards are built, but they somehow never hit the mark. Confidence in these efforts never fully builds, so additional interviews are treated with an eye roll.
The result is that the business keeps running on spreadsheets.
The issue isn’t technology or an IT problem. It’s that the requirements are never fully aligned, so the numbers do not reconcile when rolled up for finance.
Trusted Facts™ are:
Clearly defined business terms and calculation formulas
Aligned across functions on meaning, context, and inclusions and exclusions
Owned and governed to ensure stability over time
Prioritized based on business case and strategic importance
Defined with thresholds that trigger action by the right people
Without Trusted Facts:
Definitions vary
Numbers conflict
Insight comes too late
Accountability stays low
So becoming “data driven” is difficult. It requires something deeper than superficial business requirements and technical architecture.
It requires a commitment to truth.
Truth exposes gaps.
It challenges assumptions.
It forces alignment.
It reveals what’s really happening. Operational Truth™
Not everyone welcomes that.
Which is why this is not an IT initiative.
If want to operate on fact rather that narrative, the path is simple:
Start with the problem.
Define the impact.
Agree on the facts.
Build to drive action.
When this works:
Decisions accelerate.
Teams align.
Performance improves.
If this feels familiar, the real question is:
Are you operating on data… or on trusted facts?
Key Takeaway
The word ‘data’ in the term ‘data strategy’ misleads organizations.
The goal should be business outcomes and fact driven. A business that establishes Trusted Facts operates on truth.