Blog

Notes on operations, automation, and applied AI. Video first, text here.

The AI bottleneck in Google Workspace

Integrating smart assistants into your documents doesn't save time if your team doesn't know what to validate. The real work shifts from drafting to reviewing.

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Who watches the watcher in AI security

Trust in artificial intelligence does not depend on laboratory promises, but on internal controls and genuine auditing.

The mistake of asking a text model to make decisions

Using language models to classify data or steer processes in your business is slow and risky. Operations do not need elaborate paragraphs; they need categorical, predictable answers.

Is a process holding your business back?

Tell me about it in an email. I'll reply with an honest read on whether I can help.

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