Artificial IntelligenceNews

AI Can Help Manage Unstructured Content Like Documents


Enterprise AI solutions firm Indico has partnered with UiPath, the enterprise Robotic Process Automation (RPA) software company, to solve unstructured content challenges. The collaboration targets the challenge of automating workflows that involve large amounts of unstructured content (documents, emails, text, and images that make up over 80% of the data in most enterprises).

Unlike traditional approaches to unstructured content that generally involve some combination of OCR templates, rules, regex, or taxonomies, Indico’s approach uses Transfer Learning to build custom models known as “docbots” which can be trained on fewer than 200 examples.

These docbots are able to perform custom classification, extraction and transformation tasks on unstructured content to help customers automate critical business functions in conjunction with UiPath’s RPA solution.

The Indico AI-based software is said to offer value to UiPath’s customers looking to gain more insight and intelligence from their unstructured content.

As a certified UiPath partner, Indico is now available to users on UiPath Go. Documents and other unstructured content can be automatically routed to Indico where it is translated into structured content and returned to UiPath for execution of business rules downstream. The integration is accessed through a REST API and deployed within customers’ existing infrastructure.

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