Specialists are purpose-built agents designed to execute narrowly defined functions with precision and accountability rather than act as general conversational assistants. Their behavior is testable, measurable, and reproducible across runs.
Specialists run consistently across all foundation model variants.As models improve, agents get better automatically without any changes to your workflows. The orchestration layer handles the differences between models so your outputs stay consistent and predictable.
Specialists can be combined and orchestrated together without losing their individual precision. They work with your existing tools, respect access controls, and produce outputs you can trust in production.