Where Claude Code falls short in AI security

Claude Enterprise represents a significant advancement over unmanaged AI tools by providing developer identity linkage to corporate SSO providers, compliance teams access to conversation logs, and administrators the ability to publish an approved list of MCP servers. However, its security measures are primarily focused on the conversation layer and do not extend to the tool-call layer, which is crucial for managing agentic workflows in production environments. This gap in security controls leaves several attack surfaces, such as prompt injection and tool poisoning, unaddressed, leading to potential compliance issues under frameworks like the EU AI Act, which requires comprehensive oversight and audit trails for AI decision-making. The introduction of an AI control plane addresses these shortcomings by enforcing protocol-level governance, offering capabilities like real-time permission updates and structured audit logs for tool calls, ensuring more robust security and compliance for organizations using AI systems.