Data Strategy & Measurement
Deciding what is worth measuring, defining it once so everyone agrees, and building tracking that survives privacy changes and platform updates.
Overview
Most companies measure too much and decide too little. Dashboards proliferate, definitions drift between teams, and nobody trusts the number enough to act on it.
We work backwards from the decisions you make regularly. Each one needs a small number of measures, defined precisely, collected reliably. Everything else is optional, and cutting it makes the rest visible.
Who this is for
- Companies where two teams report different numbers for the same thing
- Businesses whose tracking broke with a privacy or platform change
- Teams with plenty of dashboards and no decisions being made from them
How we approach data strategy & measurement
The specific pieces of work a typical engagement covers. Scope is agreed up front — nothing here is a surprise line item later.
Decision inventory
The decisions you actually make and how often. Measurement that does not serve a decision is overhead.
Metric definitions
Each measure defined in one place, in words, including the edge cases. This is what ends the disagreements.
Tracking implementation
Event design and tagging built to be maintainable, with server-side collection where the browser can no longer be relied on.
Attribution approach
A model matched to your sales cycle and honest about its limits. Last click is not wrong so much as narrow.
Privacy and consent
Consent handling and data retention designed in from the start, which is both a legal requirement and a data quality question.
Reporting layer
A small number of reports people actually open, each tied to a decision and a review cadence.
From first call to measured result
The same sequence every time, so you always know what happens next.
Audit
What is tracked now, what is broken, and which numbers are being reported that nobody can reproduce.
Define
The decision inventory and the measurement framework, agreed with the teams who will have to live with the definitions.
Implement
Tagging, server-side collection and consent handling, built and validated against known values rather than assumed correct.
Operate
Reporting, a review rhythm, and monitoring so that when tracking breaks, somebody finds out that week.
Outcomes, not deliverables
A pile of artefacts isn't progress. These are the changes the work is meant to produce — and what we report against.
One number per question
Shared definitions end the meetings that are really arguments about arithmetic.
Measurement that lasts
Server-side collection and proper consent handling mean the next browser change does not erase your data.
Fewer dashboards, more use
Cutting reports nobody opens makes the remaining ones visible and, more importantly, maintained.
Faster decisions
When the number is trusted, the meeting is about what to do rather than whether the data is right.
Common questions about Data Strategy & Measurement
The things people ask before they get in touch. If yours is not here, ask us directly.
Our analytics broke after a privacy change. Can you fix it?
Usually. That normally means moving critical measurement server-side and rebuilding consent handling so that what you do collect is lawful and complete. It is a common starting point.
Do we need a data warehouse?
Not always. It becomes worthwhile when you need to join marketing data to sales or product data, which is often but not universal. We will say if you do not need one.
How long does implementation take?
Audit and framework in three to four weeks. Implementation depends on how many systems are involved, typically another four to eight.
Which tools do you use?
Whatever you already have, where it is adequate. GA4, server-side tagging, and a warehouse when justified. We do not have a platform to sell you.
Thinking about Data Strategy & Measurement?
Tell us what you are trying to change. If we are not the right fit we will say so, and point you somewhere better.
Looking at the wider picture?
Data Strategy & Measurement usually sits alongside other work in Strategy & Consulting. Browse the full area to see what it connects to.