The Evolution of AI Agent Management: From Prompts to Metadata

Unlock the Real Power of AI Agents

‍Discover how agent management has evolved beyond prompt engineering. This guide shows how context and metadata are transforming enterprise AI.

You'll also get a step-by-step breakdown of each stage in agent management—from simple prompt tinkering to sophisticated metadata-driven workflows. Plus, the guide includes actionable advice for organizations on how to move past the common pitfalls and start building truly enterprise-ready AI agents.

What's inside:
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• From Prompts to Metadata: See why prompts alone aren’t enough, and how context and metadata unlock reliable, scalable agent automation.

• Four essential ways to calculate ROI, plus when and how to use each metric

• Real-World Analogies & Challenges: Understand each stage of agent management, common challenges, and how to avoid them for maximum ROI.