How to Decide Which AI Agents to Invest in?

Enterprise Readiness Framework for Scaling Agentic AI

AI agent is a system powered by LLMs, which acts as it’s brain to perceive the environment. LLM reasons and plans to determine what step by step action should be taken to accomplish the given task. It uses tools such as APIs, databases, knowledge sources, etc. to autonomously execute the task with little to no human intervention. It learns and adapts from experience using memory to improve its performance over time.

AI Agents, where LLM acts as the brain of the AI agent, plan, reason, and take action using Tools. It uses memory to store relevant information(image by author)

AI Agent is a super-intelligent and capable digital coworker, enabling enterprises to leverage it for automating several critical and complex processes to realize their return on investment (ROI), generate productivity gains, increase operational efficiency, reduce costs, or build a competitive advantage.

You can build an AI Agent POC in weeks and give an impressive demo, only to fail to scale in a complex real-world situation.

Latest MIT report states that 95% of enterprise AI pilot…