An Enterprise AI Roadmap That Survives Contact with Reality
A practical way to move from scattered AI experiments to a governed portfolio with owners, evidence and measurable value.
12 Jul 202611 min read
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Ideas for serious AI and data work
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Original, practical writing about enterprise AI, business intelligence, governance and digital transformation—without inflated promises or recycled tool lists.
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Your AI Problem May Actually Be a Data Quality Problem
How to diagnose whether weak AI output comes from the model, the source data, the metric definition or the surrounding process.
8 Jul 20269 min read
Read the essay Digital Transformation Fails Between the Tool and the Operating Model
Why technology programmes stall when roles, incentives, controls and management routines remain unchanged.
21 Jun 202610 min read
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AI StrategyAI roadmap · governance · transformation
An Enterprise AI Roadmap That Survives Contact with Reality
A practical way to move from scattered AI experiments to a governed portfolio with owners, evidence and measurable value.
12 Jul 202611 min read
Data & BIdata quality · analytics · AI readiness
Your AI Problem May Actually Be a Data Quality Problem
How to diagnose whether weak AI output comes from the model, the source data, the metric definition or the surrounding process.
8 Jul 20269 min read
Applied AIprompting · context engineering · LLM
Prompt Engineering Is Becoming Context Design
Why reliable enterprise AI depends less on clever wording and more on evidence, permissions, workflow state and evaluation.
3 Jul 20268 min read
Data & BIPower BI · dashboard design · decision intelligence
A Power BI Dashboard Should Help Someone Decide
A design framework for replacing crowded dashboards with clear signals, explanations and accountable actions.
28 Jun 20269 min read
Transformationdigital transformation · change · operating model
Digital Transformation Fails Between the Tool and the Operating Model
Why technology programmes stall when roles, incentives, controls and management routines remain unchanged.
21 Jun 202610 min read
Analytics PracticePython · analytics · reproducibility
Python for Business Analysis: Build Work That Can Be Reviewed
A practical standard for analytical notebooks and scripts that remain understandable, reproducible and decision-safe.
14 Jun 20268 min read
AI StrategyROI · AI portfolio · benefits
How to Measure AI ROI Without Inventing the Number
A benefits framework that separates technical performance, adoption, operational change and financial value.
7 Jun 202610 min read
Governancedata governance · ownership · data products
Data Governance Should Make Good Work Easier
A practical governance model built around decisions, ownership and reusable data products rather than committee activity.
31 May 20269 min read
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