Agents that operate inside your system, with internal data and your domain's specific rules.

We build agents that run inside legacy systems without a public API, cross-reference data from multiple internal sources, and operate with technical knowledge bases specific to your domain. Locked scope, 3 to 5 weeks, 90-day warranty.

How it works

  1. We map use cases, domain knowledge base, systems the agent needs to access, and success criteria
  2. We build with RAG, function calling, or orchestration depending on the integration complexity
  3. We test with real business scenarios, adjust edge behaviors, and deliver with documentation

When it makes sense to hire

  • Repetitive operational decisions following a well-defined rule of your sector
  • Team needs to cross-reference data from 3+ internal systems to answer business questions
  • Operations inside a legacy system that has no public API to integrate with
  • Technical knowledge base (manuals, standards, historical records) that should become automated queries

Have an AI agent use case?

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