Leap Nonprofit AI Hub

Tag: AI governance

Documentation Standards for Prompts, Templates, and LLM Playbooks: How to Build Reliable AI Systems

Learn how to build reliable AI systems using documented prompts, templates, and LLM playbooks. Discover proven frameworks, tools, and best practices to reduce errors, improve consistency, and scale AI across teams.

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Playbooks for Rolling Back Problematic AI-Generated Deployments

Rollback playbooks for AI deployments are now essential for preventing costly failures. Learn how leading companies use canary releases, feature flags, and automated triggers to safely revert problematic AI systems in minutes-not hours.

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Operating Model for LLM Adoption: Teams, Roles, and Responsibilities

An effective LLM operating model defines clear teams, roles, and responsibilities to safely deploy generative AI. Without it, even powerful models fail due to poor governance, unclear ownership, and unmanaged risks.

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