GreyScript AI

LLM and Agent Applications

LLM and Agent Applications is a full build, usually 6 to 10 weeks, for copilots, chat products, and multi-agent workflows. It includes prompt architecture, tool-use pipelines, retrieval-augmented generation, an evaluation harness tied to business metrics, and production monitoring.

Full buildUsually 6 to 10 weeks

LLM and Agent Applications is a full build, usually 6 to 10 weeks, for copilots, chat products, and multi-agent workflows. It includes prompt architecture, tool-use pipelines, retrieval-augmented generation, an evaluation harness tied to business metrics, and production monitoring.

Included

  • Conversational product design and prompt architecture
  • Multi-agent orchestration and tool-use pipelines
  • Retrieval-augmented generation (RAG) systems
  • Evaluation harnesses tied to business KPIs
  • Production deployment with monitoring and guardrails

Questions about this service

What is included?

Included work covers conversational product design and prompt architecture, multi-agent orchestration and tool-use pipelines, retrieval-augmented generation (RAG) systems, evaluation harnesses tied to business KPIs, and production deployment with monitoring and guardrails.

How long does this usually take?

This is a full build. The usual range is 6 to 10 weeks. Data access, a wider scope, or findings during discovery can move it. We flag a timeline change as soon as we see it, with the reason.

Are the examples on this page documented client results?

No. They are illustrative examples. The company in each one is anonymized, and the figures are not a documented client result. Each card links to the full write-up.

Not sure this is the right service?

30-minute scoping call. No deck, just questions.