
Claude Managed Agents GxP Human Approval Tool Permissions
2026 control matrix for Claude Managed Agents in GxP workflows: auto and always_ask outcomes, non-overridable denials, MCP versus custom tools, audit evidence, validation tests, and pilot metrics.