LLM integration & delivery

Ship LLM workflows into production with evaluation, observability, and security baked in from day one.

Book a delivery consult

What we build

  • RAG pipelines with grounded outputs
  • Routing and orchestration across models
  • Automation for ops, support, and sales teams

Delivery stack

  • Model selection, prompt design, and tool wiring
  • Data ingestion, retrieval, and permissions
  • Evaluation harnesses and regression gates
  • Observability for latency, cost, and quality

Engagement flow

  1. Use-case scoping and data access
  2. Prototype build with evals and guardrails
  3. Production deployment and enablement

Common deployments

Operator workflows that ship fast and stay reliable.

Support copilots

Summaries, draft responses, and knowledge lookups that reduce handle time.

Internal ops automation

Automate routine approvals, reporting, and risk checks with audit trails.

Research & synthesis

Turn documents and meetings into searchable, shareable intelligence.

Avicenna AI Brief

Weekly operator-grade updates on releases, funding, and governance. Practical, no hype.