Agentic AI vs. AI Agents – What Enterprises Get Wrong (and Pay For)

Most companies confuse AI Agents with Agentic AI, and it’s quietly wrecking ROI.

We break down:

What Agentic AI really is

• 7 key differences vs. traditional AI agents

• When to choose one over the other

• Real-world enterprise use cases (from retail to manufacturing)

• Cost traps to avoid

• A practical decision framework for AI adoption

If you're building with AI or advising enterprise clients, this guide will help you avoid common pitfalls like:

Overbuilding agentic systems for simple tasks

Underbuilding with disconnected bots that still need human handoffs

Relying on automation that can’t adapt when priorities shift

🔗 Full article: https://nalashaadigital.com/blog/agentic-ai-vs-ai-agents-explained/