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Insights

Thinking out loud about data, AI and enterprise architecture.

Practical perspectives for leaders and builders. No hype — just how we think about real problems.

AI strategy

· 5 min read

AI is not the strategy. Capability is.

Most AI initiatives start with the wrong question. Asking “where can we use AI?” produces pilots. Asking “what capability do we need?” produces results.

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Financial services

Regulatory reporting has a traceability problem, not a reporting problem.

Late nights before every reporting deadline are a symptom. The underlying issue is that nobody can prove, quickly, why a number is what it is.

· 4 min read