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Applied AI·October 27, 2026·1 min read

Your AI Agents Need A Chief Operating Officer, Too

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Treating AI agents like regulated employees — with written SOPs, scoped responsibilities, and named human managers — is how you keep automation from turning into untraceable shadow IT. Before you scale agents, assign an operational owner and define what they can and cannot do in the same way you would for a new hire.

Applied AI

Anthropic's S-1 shows an 85% gross margin in H1 from running its models, a reality check for skeptics who said pay-as-you-go model sales wouldn't be profitable

An 85% gross margin on model usage per [The Information](https://www.theinformation.com/articles/anthropics-85-margin-reality-check-skeptics) says the core API business can throw off software-like economics even under pay-as-you-go. Expect sustained price competition at the model layer and more pressure on downstream vendors to justify their take on top.