Production LLM systems, blueprinted.
Five systems most teams end up building - each with the architecture that survives production: a flow diagram, the components, the failure modes and a checklist.
RAG chatbot in production
A retrieval-augmented chatbot that answers from your own knowledge base - with the retrieval, guardrails and observability that keep it honest at scale.
View the blueprint → ReferenceInternal enterprise assistant
A company-wide assistant over internal documents and systems - where permission boundaries and PII handling matter more than raw capability.
View the blueprint → ReferenceCustomer support agent
An agent that resolves support requests with real tools - order lookups, refunds, account changes - behind approval gates and a human handoff.
View the blueprint → ReferenceRegulated LLM workflow
An LLM workflow for finance, health or the public sector - where audit trails, explainability, human sign-off and data retention are not optional.
View the blueprint → ReferenceMulti-provider model gateway
A gateway in front of multiple model providers - routing on cost, quality and latency, with caching, failover and one place to observe it all.
View the blueprint →