1. Inquire about the future roadmap for Automation Anywhere. Request an overview of upcoming features, new AI Agent functionality announced for v38, MCP server, A2A and document extraction by Agent on the fly, etc.
2. Please provide a detailed technical breakdown of how New AI agent performs tool selection.
3. AI Agent testing and Error handling : How can we effectively test and manage errors for an AI agent in the UAT environment, to build confidence that the entire process will operate smoothly and reliably in production?
4. How to calculate ROI of APA?
5. Are you going to replace document automation with Agentic AI in future as LLMs can also extract data from file?

Hi ​@Vineet Pujari 

I was an UiPath dev for about 3.5 years and switched to AA in my new job. One of the things I noticed here is, community itself is very small and usually unresponsive. In UiPath forums, we get incentives when we answer the questions every month (For about top 20 - 30 people), why not have a similar initiative here in AA, which encourages people to participate more in the forums and grow the community?