Insights
Field notes on practical AI adoption.
Guides, case studies, and lessons from rolling AI out inside real organisations.
Case Study: The Audit That Turned “Not Sure” Into a Plan
A division head answered “not sure” to seven of twelve readiness indicators. Four weeks of asking — not surveying — turned the blind spots into the year's adoption roadmap.
Case Study: Turning Individual AI Wins Into Shared Capability
A capable, well-trained team where nothing compounded: every AI win stayed private. Five harvested workflows and one co-built assistant later, the median user caught up with the best.
Case Study: What Changed When AI Adoption Got a Named Owner
A retailer's AI momentum collapsed the month its champion resigned. The rebuild took one owner, three workflows, one measure each — and a monthly review leadership actually attends.
Case Study: Putting a Defensible Number on AI Adoption
An AI programme everyone liked nearly lost its budget because nobody could prove it worked. Two baselined workflows later, it survived the cut — and earned an expansion.
Case Study: Turning a 40-Page AI Policy Into an Operating Habit
A manufacturer had an exemplary AI policy nobody followed. Rewriting it to one page — and teaching it with the team's own work — did what three compliance emails could not.
Case Study: Mapping Shadow AI Without Driving It Underground
A conglomerate's official AI adoption was 12%. The real number was closer to 60% — running through personal accounts. The amnesty that surfaced it changed the whole roadmap.
Case Study: When Usage Outruns Control — Closing the Governance Gap Without Braking
A financial-services team had AI in half its client deliverables and controls on paper only. Ninety days later, usage was higher — and every material workflow was covered.
What 10,000 Trained Professionals Taught Us About AI Adoption
Ahead of our 2026 Thai-enterprise AI benchmark, four patterns we see in every engagement — and the one gap that predicts whether adoption sticks.
Case Study: Cutting Report First-Draft Time by 60%
How a 400-person professional services firm turned a scattered set of AI experiments into a measured, repeatable workflow.
A Practical Guide to Your First AI Literacy Assessment
You cannot target training you have not measured. Here is how to run a readiness assessment that actually changes what you do next.
From Pilot to Rollout: Why Only a Quarter of AI Programmes Get Past the Pilot
The gap between a successful pilot and org-wide adoption is rarely about the tool. It is about the rollout system around it.
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