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Carver is designed as an intelligence layer that feeds existing systems rather than replacing them. Direct integrations: Slack and Microsoft Teams for real-time alert delivery; pre-built connectors for major GRC platforms (Archer, ServiceNow, MetricStream, LogicGate); RESTful API for custom integration into internal tools and data pipelines. Carver is MCP-native, which enables integration into agentic AI workflows and advanced analytics environments. The standard deployment pattern is Carver intelligence flowing automatically into GRC workflows, eliminating manual handoff between monitoring and response.