Insights
Think clearly about what changes next.
Nearly every large company is now using AI, yet McKinsey found that only 12% of CEOs see both cost and revenue benefits. These pieces explore the gap between adoption and value — drawn from delivery work, not theory. New articles as the work produces something worth writing down.
The AI pilot is not the product
A demo proves feasibility under conditions you chose. Five decisions stand between that and something an organisation can depend on.
Governance that accelerates adoption
Counting completed reviews tells you nothing about whether a system is trusted. Better signals exist, and they change what governance teams build.
The new economics of agentic AI
An agent has no unit cost until you define a successful outcome. Retries, retrieval and human correction usually dominate the token bill.
Remember me? GenAI long term memory architectures
A language model without memory restarts every conversation from zero. The architectures that close this gap are well understood — the hard part is deciding what a system should forget.
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