RPA + ML/LLM Integration

The Problem

Your RPA bots work great—until they hit unstructured data, ambiguous inputs, or edge cases. Every exception means manual intervention, eating into the ROI your automation was supposed to deliver.

Our Approach

We integrate machine learning and large language models directly into your RPA workflows. The result: bots that can read handwritten forms, understand free-text emails, classify documents by content, and make judgment calls that previously required a human.

We work with your existing RPA platform—UiPath, Power Automate, Automation Anywhere—so there's no rip-and-replace. We add intelligence where it's needed most.

What You Get

• Intelligent document extraction — ML models that pull data from invoices, contracts, and forms with 95%+ accuracy
• Natural language processing layers — LLMs that interpret emails, chat messages, and free-text fields for your RPA workflows
• Smart exception handling — AI that resolves common exceptions automatically instead of routing to humans
• Predictive maintenance — ML models that flag bot failures before they happen

Results

Clients typically see processing times cut by 70% and exception rates drop by 60-80%. The combination of RPA reliability with AI flexibility creates automations that handle real-world complexity.