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Notes from the work

Field notes on AI workflows, BI architecture, analytics modernisation, and MCT-led training delivery. Written from practice, not from a content calendar.

AI Agentic Workflows and Governance

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AI Agentic Workflows and Governance

AI Agentic WorkflowsApr 24, 20265 min read

Most teams do not have an agent problem. They have a control problem. The first time an autonomous workflow looks impressive is usually the least important moment in the whole r...

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Data & AI Clarity Diagnostic
Data & AI ConsultingMay 23, 20265 min read

Data & AI Clarity Diagnostic

For leaders unsure whether the real blockage is data quality, workflow design, tooling, adoption, or governance — a framework for finding out.

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BI Architecture Notes
BI ArchitectureApr 20, 20264 min read

BI Architecture Notes

A practical view of semantic models, dashboards, and why BI modernization usually fails in the model before it fails in the visual layer.

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Copilot Field Notes
Copilot and AI-assisted developmentApr 12, 20264 min read

Copilot Field Notes

What AI-assisted development is good at, where it still needs discipline, and why faster drafting is not the same thing as better engineering.

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Data Lake Migration Lessons
Data lake migration and analytics modernizationApr 4, 20263 min read

Data Lake Migration Lessons

What data lake migration work actually exposes, and why modernization is usually more about clarification than relocation.

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Blog | Paul Barnabas