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Insights from the data floor.

Practical thinking on Power BI, Microsoft Fabric, Databricks, and automation - written by the people who build these solutions every day.

Latest Posts
Fabric & Databricks · Series
Build a Bridge, Not a Big Bang

One migration weekend feels decisive. It also compresses every unknown dependency, untested control and recovery decision into the same few hours. Part three of the series: how controlled waves replace the single leap, why movement patterns have to follow data behaviour, and what evidence must exist before anyone can say go.

📅 September 2026 🕒 11 min read Part 3 of 12
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Series · Part 2 of 12
Do Not Migrate the Mess

An inventory says what exists. A migration plan must say what should happen to it and why. Why moving an unexamined estate relocates its operating debt, and why preserve, retire or redesign has to be decided - by someone named - before anything moves.

📅 August 2026 🕒 10 min read
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Series · Part 1 of 12
The Model Is the Easy Bit

A model can be finished, evaluated and approved - and still never reach production. The seven capabilities beneath every production model, the eight failure states that compound, and a diagnostic that finds the gap before a platform decision hides it.

📅 July 2026 🕒 9 min read
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Databricks · Guide
Building a Real-Time Manufacturing Data Estate

Machine data sits in a historian, production in the ERP, quality and maintenance elsewhere - and by the time it's pulled together the issue has already affected production. How Azure Event Hubs and Databricks turn live operational events into insight teams can act on.

📅 July 2026 🕒 7 min read
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Automation · Guide
The Month-End Reporting Problem - and How to Automate It

Most finance teams still lose the first few days of every month to chasing files and copying numbers between spreadsheets. We break down why it happens, and the Microsoft setup that removes the manual layer for good.

📅 June 2026 🕒 8 min read
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Power BI · Case Study
How Metro Bank Built 100+ Power BI Reports

Metro Bank's CEO called Power BI "a bank in his pocket." We break down how the UK's first new high street bank in over a century used data to transform its operations, and the lessons any organisation can apply.

📅 May 2026 🕒 7 min read
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Coming Soon
Series · Part 4 of 12
Fabric Is the Landing Zone, Not the Strategy

Part four of From Legacy to Intelligent: the tenant, capacity, domain, workspace, identity and deployment boundaries that turn a migration wave into a supported production capability.

Coming Soon
Microsoft Fabric
From Spreadsheets to Lakehouse: A Practical Migration Guide

What it actually takes to move your organisation's data from scattered Excel files into a production-ready Microsoft Fabric lakehouse.