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Every Business Says They Want to Be Data-Driven
Data Strategy

Every Business Says They Want to Be Data-Driven

Business review insights -organisations underuse existing data. Small tweaks in data capture yield exponential improvement.

| 3 min read
Tiaan Keyser

Tiaan Keyser

Chief Analytics Officer & Founder

Data Strategy Business Intelligence Analytics Commercial Excellence

Every business says they want to be data-driven.

Few are willing to do what that requires.

The gap between aspiration and reality

In business reviews, I hear the same refrain: “We’re becoming more data-driven.” “Data is at the centre of our decision-making.” “We’re investing in analytics capabilities.”

Then I ask: “Show me the data behind your last three major decisions.”

The room goes quiet.

Being data-driven isn’t a declaration. It’s a practice. And the practice is rarer than the declaration.

What most organisations actually have

Most organisations have plenty of data. They’re drowning in it.

CRM records. Sales reports. Customer surveys. Market research. Financial metrics. Operational dashboards.

The problem isn’t data scarcity. It’s data utilisation.

Studies suggest organisations use only 20-40% of the data they collect. The rest accumulates in systems, technically available but practically ignored.

The business that claims to be data-driven often makes decisions the same way it did before the data existed: intuition, hierarchy, and whoever argues most persuasively in the meeting.

The small tweak insight

Here’s what surprises people: becoming genuinely data-driven often doesn’t require big investments. It requires small tweaks to what you’re already doing.

Capture the right data. Most data capture systems were designed for compliance or administration, not insight. Small adjustments -capturing one additional field, recording one additional metric -can transform analysis possibilities.

Ask before deciding. Before major decisions, add one step: “What data do we have that’s relevant to this choice?” Not “let’s delay until we have data,” but “let’s check what we already know.”

Close the feedback loop. When decisions are made based on data, track the outcomes. Did the data-informed decision produce expected results? This feedback builds trust in data -or reveals when data sources need improvement.

Make data visible. Data buried in analyst spreadsheets isn’t driving decisions. Data visible to decision-makers in their daily workflow does. The format matters as much as the content.

What I’ve learned in business reviews

The organisations that genuinely become data-driven share a pattern: they start small and expand.

They don’t launch enterprise-wide analytics transformation programs. They pick one decision that happens frequently, improve the data informing that decision, and demonstrate value.

Success with one decision builds appetite for the next. Small wins compound into cultural change.

The organisations that fail try to be data-driven everywhere at once. They build infrastructure before capability. They hire analysts before defining what analysis is needed.

The honest assessment

If you want to know whether your organisation is data-driven, don’t ask leadership. Ask the people making daily decisions.

Does the sales manager check data before adjusting territories? Does the product manager reference analytics before prioritising features? Does the operations lead consult metrics before allocating resources?

If the answer is “sometimes” or “when required,” you’re not data-driven yet. You’re data-aware. That’s different.

Data-driven means the instinct to check the data is automatic. It means decisions made without data feel incomplete. It means the question “what does the data say?” is expected, not exceptional.

The small start

What’s one decision your organisation makes repeatedly that could be better informed by data you already have?

Not new data. Existing data that’s underutilised.

Start there. Make that one decision genuinely data-driven. Learn what works. Expand from success.

Every business says they want to be data-driven. The ones that become data-driven start small and prove it works.

Tiaan Keyser

Written by

Tiaan Keyser

Chief Analytics Officer & Founder at Herbst Group. Working with pharmaceutical commercial leaders across South Africa, Kenya, and Brazil to transform sales force effectiveness through evidence-based approaches.

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