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Insights for leaders putting AI into production
Practical guidance on adoption, governance and value — written by practitioners and reviewed regularly.
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AI Regulatory Tracker
EU AI Act and India DPDP dates and what to do next, reviewed monthly.
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AI Maturity Score
Twelve questions, five minutes, a score across six dimensions.
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Why AI pilots stall — and the operating model that fixes it
· Pilot to production · 8 min read
The EU AI Act after the Digital Omnibus: what changed and what didn’t
· Governance & regulation · 7 min read
Are your AI licences paying back? A 90-day utilisation playbook
· Platform AI ROI · 7 min read
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Pilot to production
Why AI pilots stall — and the operating model that fixes it
Most AI pilots never reach production. The cause is rarely the technology. Here is the operating model that moves AI into everyday work.
8 minutes read
Governance & regulation
The EU AI Act after the Digital Omnibus: what changed and what didn’t
The Digital Omnibus delayed high-risk AI obligations to 2027–2028. Here is what moved, what still applies, and what to do this year.
7 minutes read
Platform AI ROI
Are your AI licences paying back? A 90-day utilisation playbook
A practical 90-day plan to measure AI licence utilisation, redesign workflows around it and go into renewal with evidence.
7 minutes read
Governance & regulation
Governing AI agents: identity, permissions and audit trails
AI agents act, not just answer. A practical model for giving them identities, limited permissions, approval points and full audit trails.
7 minutes read
Governance & regulation
India’s DPDP Act and AI projects: what to do before May 2027
Full DPDP obligations apply from 13 May 2027. What they mean for AI projects that use personal data, and a practical plan to prepare.
7 minutes read
Pilot to production
How to build an AI business case your CFO will accept
Baselines, ranges and a plan for banking the savings: how to build an AI business case that survives finance review.
7 minutes read
Pilot to production
Agents, assistants or automation? Choosing the right tool for the task
Rules-based automation, AI assistants and AI agents each fit different work. A simple decision guide for choosing the right one.
6 minutes read
AI in manufacturing
AI in order-to-cash: a practical guide for manufacturers
How manufacturers use AI to move distributor orders from email into the ERP in hours — the steps, controls and metrics that matter.
7 minutes read
Platform AI ROI
Preparing for an AI-ready S/4HANA migration
An S/4HANA migration is the best moment to remove workarounds and design AI into your processes. Here is how to use it.
7 minutes read
AI-ready data
Evaluation sets: how to know your AI is still right
Evaluation sets are the tests that tell you whether AI is accurate enough to release — and whether it still is. How to build and use them.
6 minutes read
Governance & regulation
ISO/IEC 42001: when certification is worth it
What ISO/IEC 42001 is, how it relates to the EU AI Act and DPDP, and how to decide whether certification is worth the investment.
6 minutes read
India–EU corridor
The India–EU FTA: an AI, data and compliance checklist for manufacturers
Lower tariffs bring European buyers — and European expectations. A checklist for Indian manufacturers on documentation, data, AI and carbon.
7 minutes read
AI-ready data
Multilingual knowledge bases for AI: getting accuracy right in every language
AI assistants often perform worse outside English. How to build knowledge bases and evaluation that keep answers accurate in every language.
6 minutes read
Running AI in production
After go-live: an operating checklist for AI in production
Monitoring, evaluation, cost control, incidents and change control — the checklist for running AI reliably after launch.
6 minutes read
Insight
AI regulation tracker for India and the EU
Key dates for the EU AI Act, the Digital Omnibus, India’s DPDP Act and related rules — what applies now, what’s next, and what to do. Reviewed monthly.
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