Enterprise data is growing exponentially, with 90% of all data generated created the last two years. According to IDC, worldwide data will exceed 175 zettabytes by 2025. Enterprises struggle to process more than 80% of this information because it is unstructured, locked inside difficult to process and analyze images, documents, video, audio, and text.
Around 90% of machine learning models never make it to production. Put differently, 9 out of 10 projects data scientists, machine learning engineers, and other specialists spend their time working on provide zero ROI for the company. Most enterprises aren't equipped to manage machine learning projects, which have added complexity compared to more streamlined software projects.
Uses AI to extract and organize information from unstructured data such as images, documents, audio, video, and text.
Unstructured Data Processing (UDP) solutions transform unstructured data into actionable data to drive business processes automation.
It is the next generation of automation, able to capture, extract, and process data from a variety of unstructured formats— including images, documents, audio, video, and text. Unstructured Data Processing breaks the extraction process into smaller manageable tasks and intelligently routes the information to software, AI, and human trainers/labelers to extract actionable data with guaranteed quality.
It learns from humans to continuously increase automation rates and drive down costs. It is platform and language agnostic. It allows users to leverage machine learning (ML) models and preconfigured applications from a rich marketplace, bring their own, or create custom applications to address even the most complex of extraction challenges.
It is designed to be deployed in production in days, not months, and with guaranteed quality to deliver on promised ROI.
By driving down the cost of manually processing data
Of results to meet or exceed ROI goals
By allowing businesses to automate processes end-to-end
That empowers business users to automate processes without having to rely on technical eperts
Of results which intelligently eliminate human error
Via faster issue resolution and higher first call resolution
Unstructured Data Processing lets you extract information gold locked inside any unstructured data type.
Below are example use cases we have helped our customers automate.
Horizontal Use Cases
Use AI to hide/obscure personally identifiable information (PII) in text, images, and video. For example, automatically redact date of birth, photo, license plate, and credit card information for security and compliance purposes from any unstructured data type.
Process images and documents to inventory and assess operability of equipment during inspection of key assets.
Industry-Specific Use Cases
Asses product listings on eCommerce sites for quality, completeness, and consistency.
Process data captured by drones and/or software to monitor soil and crop health.
UDP is designed to integrate with your preferred RPA solution. You can add unstructured data processing as a step in your RPA bot using well-defined APIs.
Like RPA, UDP is designed to be used by business users and does not require them to possess data science or programming skills. Together, UDP and RPA allow enterprises to automate complex business processes and to solve a wide range of use cases across industries and functions.
Unstructured data can be converted into structured, usable information, providing end-to-end automation for previously manual business processes. Without UDP, business processes will need to rely on humans to extract data. UDP is key to unlocking the value of automation solutions such as RPA.
UDP is an essential ingredient of intelligent automation. Automation can only reach as far as the data available to work with. With automation solutions, setting up data extraction to run automation is often a separate third-party project, which adds ongoing cost and complexity.
Effectively extracting data and structuring information is the key to automating business processes that rely on human intervention. Embedding Unstructured Data Processing within the automation solution enables business users to automate complex processes end-to-end.
UDP is easy to set up and integrate with RPA or other process automation tools
UDP uses AI to eliminate the need for manual, error-prone data extraction and enables rapid automation of business processes.
UDP is easy to integrate with your existing software infrastructure to help streamline business processes
In addition to being easy to use, UDP retains the ability to developers and data scientists to evaluate and customize the software and ML models to optimize results.
UDP is designed to deal with any data type (e.g., images, documents, video, audio, and text) allowing more previously manual steps to be automated.