Independent analytics platform
Built from the field.
Shared without agenda.
Navigdata — navigating data with purpose, from basics to advanced AI. An independent platform for practitioners and leaders who believe better analytics starts with better thinking, not bigger tools.
A gap worth filling
There is no shortage of analytics content on the internet. There is, however, a real shortage of content written by people who have sat inside manufacturing and supply chain businesses, watched the gap between data potential and data reality play out up close, and come away with something useful to say about it.
Navigdata exists to fill that gap — not as a product, not as a consulting practice, but as a place where ideas are developed, challenged, and shared by people who are actually doing this work.
Across years of working with industrial and manufacturing companies on analytics and digital transformation, the same pattern repeated: organisations with substantial data, modern ERP systems, capable teams — and yet no reliable way to convert that data into decisions. The problem was rarely the technology. It was the approach. Data managed in functional silos. Analytics built around tools rather than business processes.
Those conversations — and the frustration of having them repeatedly — are what Navigdata was built around.
20+ years at the intersection of enterprise technology, supply chain, and analytics. ERP transformations, digital manufacturing, data strategy, and AI readiness programmes across industrial organisations.
A platform for ideas, not prescriptions
Navigdata is not a consulting practice. There are no services on offer. This is an independent personal initiative — a working platform for a community of practitioners and leaders thinking rigorously about analytics in complex business environments.
Functional and senior managers in supply chain, operations, finance, and general management — trying to make sense of data, build the case for better analytics, or understand what good looks like before committing to a technology investment.
Data architects, analysts, and platform engineers who want to engage with the business side of analytics problems — not just the technical side. Jargon kept to a minimum. Opinions stated as opinions.
A few things this site believes
The right question is always “how does this process work and what does it need from data?” — not “which tool should we buy?” Tool decisions made before analytical requirements are understood almost always result in underutilisation.
Bad data is not primarily a technical failure. It is a sign that somewhere in a business process, accountability for data accuracy was not built in. Fixing it requires process redesign, not just data cleansing.
Analytics value does not scale with technology investment. Establish the analytical thinking and the data foundation before investing in advanced platforms.
The goal of any analytics initiative is to build capability inside the organisation — not dependency on external support. This site operates on the same principle.
Dashboards built around individual departments will always hit a ceiling in what they can explain. That ceiling is the functional boundary. Process-driven analytics removes it.
A conversation, not a broadcast
The frameworks on this site are starting points shaped by one person’s experience — incomplete by design. If you have navigated an analytics transformation, hit the obstacles that come with it, or found approaches that worked or didn’t, your perspective belongs here.