AI agents that actually ship

Guardrails beat novelty

Agents fail in production when nobody owns approvals, logging, or rollback. We ship with human-in-the-loop steps, explicit tool boundaries, and metrics tied to business outcomes—not token counts.

Start with one painful manual process. Measure time saved and error rate. Expand only when operators trust the system.