Insights
Field notes on building operations that run themselves.
What we’ve learned deploying AI agents across service operations: what to automate first, why programs stall, and how to keep automation accountable at scale.
More perspectives
Operations7 min read
Why most AI agent rollouts stall, and how to sequence one that doesn't
The technology is rarely the problem. Rollouts stall on scope, sequence, and ownership. Here is what separates a pilot that scales from one that dies.
Read →Governance5 min read
Automation you can put in front of an auditor
Enterprise automation lives or dies on governance. Least-privilege access, audit trails, and human oversight are not optional extras. They are the product.
Read →Perspective5 min read
Headcount is not a growth strategy
For decades, more output meant more people. Agentic leverage breaks that link, and it changes the economics of scaling a service operation.
Read →Want this applied to your operation?
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