management, evaluation and monitoring of agents, role-based access controls, and deployment options for web or API access. Services include solution design, integration, and onboarding to tailor use cases such as customer support, sales operations, and internal knowledge search. The platform integrates with common CRMs, ticketing systems, and cloud storage to keep outputs aligned with current data. Documentation, SDKs, and examples support engineering teams creating production applications.