Alfresco adds AI and Machine Learning

Alfresco Software is leveraging Amazon Web Service to offer AI (Artificial Intelligence) and ML (Machine Learning) to enterprises for intelligently extracting important content often locked away in multiple documents, scanned images, videos and photographs.

Tony Grout, Chief Product Officer said, “The Alfresco Intelligence Services module enables users to access critical information from any type of content such as names and date of birth from a scan of a passport or a car license plate to a photograph of a traffic accident. While the underlying technology is sophisticated AI and ML, we have designed the Alfresco Intelligence Services so that customers can easily define specific use-cases using very simple Alfresco Rules and Actions.”

Alfresco says it is seeing significant demand for its Intelligence Services for two use-cases, Claims Service Automation and Citizen Services. Claims Service Automation helps insurance companies improve file intake and orchestrates claims processes in a secure and regulatory-compliant manner.

Alfresco’s Citizen Services’ capability enables government agencies to receive and manage information and service requests from citizens. It includes content management, process design & orchestration as well as governance.

Grout added: “In each of the Citizens Services and Claims Service Automation use-cases, Alfresco Intelligence Services help streamline processes by intelligently extracting critical information from document scans, video feeds, photographs and other unstructured data sources and adding to the case file as structured data. In essence, we created simply a better way to use Al and ML without the need for data scientists to configure and train AI over time.”

Alfresco Intelligence Services captures and preserves all AI data, which means users can reuse the data at any time when needed. It also extracts relevant intelligence in a way that provides granular control and enables users to use complex metadata structures, as well as build more effective user interfaces.

The Alfresco Intelligence Services natively integrates with Amazon Comprehend, Amazon Rekognition, and Amazon Textract (currently in preview mode) to provide enterprises with the ability to recognize specific, relevant information and extract it instantly using machine learning.

Users can now analyze their content and gain insights based on entities (e.g., people, places, locations), more than a hundred languages, and key phrases. They can also perform sentiment analysis to detect positive, negative, neutral and even mixed emotions.

Additionally, through the use of deep learning technology, users can extract textual context from images and videos, and identify people, text, scenes and objects. The textual information can then be stored as document properties in Alfresco’s Digital Business Platform.

Moreover, the Intelligent Services provides a smart OCR & information processing capability that allows enterprises to take a mass ingestion of information and automatically classify the content instantly – ultimately, a self-learning service that improves its quality over time using machine learning.