CCAR-P: Claude Certified Architect — Professional

Responsible deployment requires clear disclosure of AI involvement to the people affected by the system, enabling them to understand the nature of the interaction and calibrate their reliance appropriately. A documented, accessible path to human assistance also supports oversight and escalation when the assistant cannot appropriately resolve a need. Microsoft guidance calls for clear AI disclosure for external-facing agents and visible human handoff or interaction options.