Introduction Imagine an autonomous AI agent with access to your customer database, financial systems, and communication tools. It can read, write, update, and execute—all at machine speed. Now imagine that agent being compromised. A malicious prompt injection could trigger a cascade of unauthorized actions before anyone notices. In 2025, a financial services firm discovered this…
Introduction The promise of agentic AI is seductive: autonomous systems that research, plan, execute, and adapt—freeing human talent for higher-value work while operating 24/7 at scale. For enterprise leaders, the vision is clear. The path to realizing it? Anything but. According to a 2026 Databricks survey of over 20,000 organizations (including 60% of the Fortune…
Introduction You’ve built an impressive autonomous AI agent. It researches, plans, executes tools, and coordinates with other agents. It’s intelligent, capable, and… expensive. A single complex task might cost $0.50 in API calls. Scale that to thousands of tasks per day, and you’re looking at thousands of dollars per month. Scale to enterprise volumes, and…