AI Center
UiPath AI Center bridges the gap between Robotic Process Automation (RPA) and Artificial Intelligence (AI), enabling robots to not only follow rules but also learn from data. It allows users to train, deploy, and manage machine learning models directly within automation workflows.
Suppose your company receives invoices in various formats—PDFs, scans, or images. Instead of manually reading and entering the data, you can use UiPath AI Center to deploy a Document Understanding ML model. This model extracts key fields like invoice number, amount, and date, which your RPA robot then uses to update systems like Oracle, SAP or Excel. This dramatically reduces manual effort and human errors.
What is UiPath AI Center?
At its core, UiPath AI Center is a cloud-based platform that allows you to:
- Deploy pre-built or custom machine learning (ML) models
- Manage and monitor their performance
- Integrate them seamlessly into RPA workflows
- Retrain models with fresh data to continuously improve accuracy
- Think of it as your AI control tower—where intelligent decision-making meets robotic execution.
What You Can Do in AI Center
ML Packages: A collection of different versions of a trained model. Think of it like version control for your AI.
Datasets: Storage for your training data. You can upload files and folders here to teach your models how to think.
Pipelines: Automate training, evaluating, and retraining your models. You can:
- Train from scratch
- Evaluate performance
- Do both in one go with a Full Pipeline
- ML Skills: Deploy a trained model as a live API. you can then call it from UiPath Studio with just a drag-and-drop activity.
Document Understanding + AI Center
UiPath’s Document Understanding is built right on top of AI Center. It can
- 1. Upload and label documents with Data Manager
- 2. Train a custom model on your labelled data
- 3. Deploy it as an ML Skill
- 4. Use it in Studio to extract structured data from invoices, receipts, and more
