I talked to some enterprises and saw similar patterns:

1. Agentic AI systems are hard to measure and evaluate methodologically.

2. Quote from Salesforce analyst day: "it's been so easy to build a killer demo, but why has it been so hard to get agents that actually deliver the goods.”

3. Unfortunately, small errors tend to compound over time, which means most systems need a human in the loop as of 2025.

4. A lot of enterprise buyers feel the huge potential (and FOMO), yet ROI is still unclear as of 2025. MIT report "State of AI in business 2025": Despite $30–40 billion in enterprise investment into GenAI, 95% of organizations are not seeing profit and loss impact.

The Salesforce analyst quote is ChatGPT, though.