AI agents belong in operations, not in demos
The organisations getting real value from agents are not the ones with the most ambitious pilots. They are the ones that picked a narrow, boring, high-friction process.
ReadNotes from the work: what we are seeing in AI adoption, search behaviour, creative systems and measurement — written for the people who have to make the decisions.
The organisations getting real value from agents are not the ones with the most ambitious pilots. They are the ones that picked a narrow, boring, high-friction process.
ReadReporting problems look like data problems. They are usually definition problems, and they are solvable in weeks rather than quarters.
ReadDistinctiveness compounds when it is systematised. Here is how to build a creative system your team can actually produce against at volume.
ReadBefore an assistant can be useful across Microsoft 365, it has to be safe. That work is less exciting than the rollout and considerably more important.
ReadTransformation budgets are routinely spent on building capability and then starved at exactly the point where people have to change how they work.
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