We work at the point where analytics decisions start to matter.
MetricByte Consulting exists to fix analytics problems that don't show up in dashboards — but show up in meetings, roadmaps, and missed decisions.
How we came to this work.
MetricByte grew out of years spent inside enterprise analytics and digital teams — working with platforms that were technically powerful, but operationally fragile.
We saw the same pattern repeat across organizations: analytics implementations that worked on paper, but failed under real-world pressure — new products, new channels, new stakeholders, and decisions that needed answers faster than systems could provide.
Over time, it became clear that the hardest analytics problems were not caused by missing features or incorrect tags, but by unclear measurement intent, weak ownership, and architectures never designed to support scale.
MetricByte Consulting exists to step in at that moment — when teams need clarity, structure, and a system-level view to move forward with confidence.
Thought partner, not outsourced arm.
We work alongside analytics, product, and marketing teams — not as implementers, but as partners who help teams make the right decisions before execution begins.
Engagements typically start with listening: understanding how decisions are made today, where trust breaks down, and which constraints actually matter.
We are opinionated where it matters. We call out fragile architectures, misused tools, and shortcuts that will create problems later — even when those decisions are already in flight.
The goal is not dependency. The goal is to leave teams with clarity, shared understanding, and systems they can confidently operate and evolve.
Organizations reach out when analytics has become friction.
When internal teams are struggling to move forward with confidence, that's typically when we hear from them.
- Different teams report different numbers for the same metrics
- Analytics tools are implemented, but not trusted
- Adobe Analytics, GA4, or CJA data doesn't align with business reality
- Experimentation and activation depend on fragile measurement
- Leadership needs clear guidance before further platform investment
In these moments, the right next step is rarely another implementation or dashboard — it's stepping back and fixing the system.
Not sure where to start?
Request an analytics audit to get an objective view of your current measurement setup and clear recommendations on what to fix first.
Request an Analytics Audit