Generative AI for Corporate Operations: The Practical Handbook Beyond the Hype

Corporate boardrooms are inundated with breathless promises regarding artificial intelligence. Yet operational leaders require clear, unvarnished guidance on where AI creates immediate economic value versus where it introduces unnecessary liability.

High-ROI Internal Enterprise Use Cases 1. **Document Intelligence & Unstructured Contract Triage**: Automatically parsing hundreds of pages of vendor agreements, compliance filings, and audit records to extract actionable obligations and liability terms. 2. **Customer Service Agent Augmentation**: Equipping front-line support representatives with instant, cited answers pulled from internal knowledge repositories, reducing handle times by 40%. 3. **Codebase Maintenance & Technical Documentation**: Assisting engineering teams with test generation, API documentation, and code refactoring workflows.

Risk Controls You Must Implement on Day One - Establish a strict zero-retention data agreement with foundation model providers. - Maintain an immutable audit log of all model prompts, inputs, and generated outputs. - Retain human-in-the-loop review for all contractual, financial, and personnel decisions.