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AI automation

Automation of the specific, repetitive, judgement-light work that eats your week: reading documents, drafting the first version, routing the request, reconciling the two systems that don't talk. Scoped narrowly, measured honestly, and built so a person stays in the loop wherever being wrong would be expensive.

Claude APITypeScriptPythonModel Context ProtocolVector searchQueues and webhooks

What you get

  • A mapped workflow before any code — what's automated, what stays human
  • Integration with the tools you already use, not a new platform to log into
  • Document and email processing, extraction, classification, drafting
  • Evaluation harness so you can see the failure rate rather than guess it
  • Cost-per-run estimates up front, and a kill switch

A good fit if…

  • There's a task someone does dozens of times a week that follows a pattern
  • You've tried a chatbot and found it impressive but not actually useful
  • You need the automation to explain itself to an auditor or a customer

And if it isn't a fit

Anything where a wrong answer is unrecoverable and nobody will be checking. Automation belongs where a human reviews the output or the mistake is cheap.

Want to talk about AI automation?

A half-hour conversation costs nothing and usually clarifies more than a week of emails.