My favorite feature is Document Understanding. I haven't used most of the new features, such as AI-enhanced document processing and process mining. The document understanding feature is especially valuable because I can use it to extract and process invoice data efficiently. It enables the quick and accurate handling of structured and unstructured data.
The flexibility to work with templates and machine learning models for document extraction has been helpful when dealing with various invoice formats and forecast orders. Data extraction from PDF has been smooth, especially with UiPath's capability to handle scanned documents using OCR and AI-based models.
The taxonomy manager lets you define the structure and categorize data from multiple document types. AI center integration allows continuous improvement in document extraction accuracy by training models based on historical data. I have utilized AI and machine learning models in UiPath specifically for processing complex PDF and Excel documents.
UiPath's AI capabilities, such as pre-trained invoices and receipts models, have effectively extracted structured and unstructured documents. For example, when processing purchase orders, the AI model identified key fields, such as invoice numbers, dates, line items, and currency details, with high accuracy. I have found the machine learning models to be especially useful when working with documents that have different formats. In some cases, additional training or validation was required to fine-tune the models for complex or irregular documents. Overall, AI models and document understanding are my favorite features.
UiPath is highly user-friendly because it has drag-and-drop functionality to design and develop complex workflows without much coding knowledge. This has been particularly beneficial when working with different document formats. UiPath's built-in tools and integration capabilities simplify the automation process, leading to greater efficiency.
We have end-to-end automation and integration with other applications. For example, we have portal automation that's end-to-end. We use it to log in to the website and sign in to different accounts. It enters the CAPTCHA, downloads the files, and logs out. It can complete the automation without human intervention.
UiPath has many resources online. We use its academy and online documentation. If we face any challenges, we can find an answer on the forum or one of these resources. I've never had a problem finding solutions to problems. They have the best resources.