๐Ÿ“   Blog

Notes From The Data Coalface

Practical writing on BI, data platforms, governance and AI โ€” the things we actually run into delivering this work, not vendor talking points.

๐Ÿ“Š
Enterprise BI

Why Most BI Rollouts Stall Before They Deliver Value

The tool is rarely the problem. Here's what actually causes BI programmes to lose momentum six months after go-live โ€” and how to avoid it.

2 Jul 2026ยท6 min read
โ˜๏ธ
Big Data & Cloud

Cloudera CDP Migration: What Actually Breaks (And How To Plan For It)

Migrating a Hadoop estate to Cloudera CDP is rarely the smooth lift-and-shift the sales deck implies. Here's where the real friction sits.

18 Jun 2026ยท7 min read
๐Ÿค–
Artificial Intelligence

LLM Agents In The Enterprise: Where They Add Real Value vs Just Hype

Agentic AI is genuinely useful in a narrower set of situations than most vendor demos suggest. Here's how to tell the difference before you commit budget.

5 Jun 2026ยท5 min read
๐Ÿ›ก๏ธ
Data Governance

Data Governance Doesn't Have To Mean More Paperwork

Governance has a reputation for slowing teams down with policy documents nobody reads. Done well, it does the opposite.

22 May 2026ยท5 min read
๐Ÿ”
Data Discovery & Visualisation

Self-Service Analytics: Freedom Without The Chaos

Self-service is usually pitched as pure freedom for business users. Without the right guardrails, it just creates twenty versions of the same metric.

9 May 2026ยท5 min read
๐Ÿ”ง
Support & Managed Services

Why Data Platforms Quietly Degrade After Go-Live

The most common platform failure isn't a dramatic outage. It's a slow, unnoticed decline that only becomes visible on the one day it really matters.

24 Apr 2026ยท4 min read

Have A Data Problem To Talk Through?

If something you read here sounds familiar, we're happy to talk about it โ€” no obligation, no sales script.

Get in Touch Explore Services