Focused

Focused (formerly Focused Labs) is a Chicago consultancy that designs, builds and operates production AI agents connected to clients' existing software and data. Senior engineers embed with client teams, build against real systems, and hand over the code, architecture and documentation so the client owns the stack.

The firm is a LangChain boutique consulting partner and works heavily with LangGraph, LangSmith and MCP integrations, emphasizing eval-driven development and tracing-based observability. It offers a three-week Agent Blueprint engagement, and case studies include order orchestration for a distributor, claims processing and public-data research agents.

Services

• Custom AI agent development
• Retrieval-augmented generation (RAG) systems
• Eval-driven development and agent observability
• Hardening and scaling agents for production
• Custom software development
• Agent Blueprint (3-week architecture engagement)