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        Cases where this provision is explicitly mentioned in the judgment/order text; may not be exhaustive. To view the complete list of cases mentioning this section, Click here.

        Provisions expressly mentioned in the judgment/order text.

        <h1>Audit-ready AI ensures traceability and regulatory compliance by wrapping LLMs with domain governance and validation.</h1> Arya.ai's APEX MCP is a modular orchestration layer that wraps general LLMs with domain-grounded modules providing pre- and post-processing, rule enforcement, and output validation. It logs each module call, prompt, and response to ensure audit-ready traceability for compliance and recordkeeping. The MCP Server manages discovery, execution, and logging while the MCP Client handles preprocessing and LLM integration in an LLM-agnostic, zero-rewrite fashion, enabling scalable composition of domain workflows and a sandbox for secure enterprise testing and governance.

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