From Tools to Teammates - The Evolution of Agentic AI
Ever feel like the AI world is moving too fast to keep up?
I came across this framework (check the image below!) that perfectly maps out where we’ve been and more importantly where we are heading. Most people are still stuck in the "Gen AI" layer (using ChatGPT/Claude/Gemini/Perplexity to write an email). But the real magic is happening in the outer rings: AI Agents and Agentic AI.
Why this matters for YOU:
  • AI & ML (The Core): It started with turning data into decisions.
  • Gen AI (The Spark): We learned how to create content instantly.
  • AI Agents (The Shift): Now, we aren’t just asking for text; we are assigning tasks.
  • Agentic AI (The Future): We are moving toward complete process automation. Imagine an AI that doesn't just write a marketing plan but executes the ads, tracks the budget, and adjusts the strategy in real-time.
The Best Part?
As the tech gets more complex, the framework shows that Governance, Safety, and Human Oversight remain at the forefront. We aren't being replaced; we are being upgraded from "doers" to "architects."
We are moving away from using AI as a "search bar" and toward using AI as a workforce. Which layer are you currently playing in? Are you still prompting, or are you starting to build agents?
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Sanjay Karwa
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From Tools to Teammates - The Evolution of Agentic AI
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