You Gave Your Analysts a Copilot. Who Owns the Output?
AI-assisted analytics is spreading fast through data teams. The output looks the same as before. The accountability structure does not.
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Some of the work we've done with our partners
Co-developing an AI-powered platform that helps qualified job seekers cut through resume noise and land roles they actually deserve.
Architecting and scaling the UK's leading open-access geography education video platform, from first deployment to over a billion views — without ever needing a rewrite.
Thoughts on AI, technology, and building better businesses
AI-assisted analytics is spreading fast through data teams. The output looks the same as before. The accountability structure does not.
95% of developers use AI tools weekly. 4.3 million AI repositories exist on GitHub. The data from open source proves that AI-assisted development is not a trend. It is the baseline. The only question left is whether you are being intentional about it.
AI-native companies are entering established markets with radically lower headcount and margins that make traditional service firms look uncompetitive. Here is what is actually happening and why it matters if you sell services, software, or expertise.
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