LLM Integration

Ship LLM workflows to production

Build and deploy LLM systems with evaluation, observability, and security baked in from day one.

What We Build

Production LLM systems

01

RAG pipelines

Retrieval-augmented generation with grounded outputs and source attribution.

02

Model routing & orchestration

Smart routing across models based on cost, latency, and capability requirements.

03

Ops & support automation

Automation for ops, support, and sales teams with audit trails.

Delivery Stack

How we ship LLM systems

Model & Prompt Design

Model selection, prompt engineering, and tool wiring for your use case.

Data & Retrieval

Data ingestion, retrieval pipelines, and permissions architecture.

Evaluation & Gates

Evaluation harnesses and regression gates to catch issues before production.

Observability

Monitoring for latency, cost, and quality with alerting and dashboards.

Common Deployments

Workflows that ship fast

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.

Next Step

Ready to ship an LLM workflow?

Share your use case and data context. We'll propose a delivery approach.