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AI features & automation

We add AI where it removes work, not where it pads a pitch deck. Document intake, support deflection, internal search, and agent workflows — with evaluation, fallbacks, and a human in the loop when the cost of a wrong answer is high.

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What you get

  • Feature design around a measurable job-to-be-done
  • Evaluation sets and safe fallbacks
  • Vendor-flexible (OpenAI, Anthropic, or self-hosted)

Outcomes we hold ourselves to

  • A feature you can turn off if the model misbehaves
  • Prompt and eval artifacts in the repo, not a chat log
  • Cost per task you can explain to finance

Have a product to ship?

Tell us what you are building. You will get a scoped estimate — not a pitch deck.

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