Focused is a boutique software consultancy that builds custom AI agents for enterprise clients, integrating them with existing systems and hardening them to run reliably in production. Its work covers the full agent stack: evals, agent architecture, MCP integrations and prompt engineering, alongside broader enterprise software engineering. The firm also advises organisations on architecting their first agent and on scaling agents across the enterprise.
The consultancy operates as a full-stack owner of agent systems rather than a provider of isolated components. Practically, this means taking responsibility for evaluation harnesses, architecture decisions and integration work, and for hardening agents to withstand production conditions. Its stated aim is to leave clients able to run the systems themselves: the team embeds with, pairs with and documents for client teams, treating knowledge transfer and documentation as core deliverables.
Focused describes its model as collaborative - "we do with, not for" - and its staff as senior engineers who are both practitioners and experts. The firm cites listening first, learning why and loving the craft among its values, and emphasises thoughtful, human-centred design combined with rigorous software engineering. Technical work draws on tools including LangChain, LangGraph and LangSmith.
