The product provides a guided workspace for mapping customer workflows, defining agent tasks, configuring prompts, testing behavior, and packaging agents for deployment into existing enterprise systems. It also captures deployment patterns and structured customer feedback so product and engineering teams can reuse successful agent configurations across accounts.

Multiple companies are staffing roles focused on building enterprise-quality AI agents inside customer workflows, suggesting demand has moved from experimentation to repeatable deployment. The rise of production AI agents creates a need for operational tooling beyond ad hoc consulting and custom engineering.