Which RPA tools are best for integrating AI into legacy business processes?

All answers to this question.

In my experience, UiPath is the current leader for legacy integration. Their "AI Center" allows you to drag and drop machine learning models directly into your RPA workflows. For invoice reconciliation, their pre-trained models are quite robust. I used it for a project in late 2023 involving a 15-year-old ERP system, and the "surface automation" capabilities—where the bot interacts with the UI like a human—were far more stable than the competitors. Automation Anywhere is great for cloud-native tasks, but for "screen scraping" old tech, UiPath wins.

   Answered 2025-11-18 by Melissa Rivera

Melissa, does UiPath handle high-volume processing without lagging on the virtual machines? We have about 5,000 invoices a day and I'm worried about the bot crashing.

   Answered 2025-11-20 by Kevin Grant

• High volume is all about how you architect your "Robots." If you use "Unattended Robots" on a dedicated server with enough RAM, 5,000 invoices is actually quite manageable. The bottleneck usually isn't the RPA tool itself, but the speed at which your legacy ERP can load the pages. You might need to run multiple bots in parallel (multitasking) to meet that daily quota without issues.

     Commented 2025-11-21 by Melissa Rivera

Check out Automation Anywhere’s IQ Bot. It’s specifically designed to handle semi-structured data like invoices and integrates natively with their AI features.

   Answered 2025-11-23 by Cynthia Scott

• Spot on, Cynthia. IQ Bot is very user-friendly for those who don't want to build custom ML models from scratch. It’s a very practical starting point.

     Commented 2025-11-26 by Brandon Taylor