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Unstructured Data Processing

We automate processing of images, audio, video, and text using AI so people can be more human.

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Why do I need Unstructured Data Processing?

Enterprise data is growing at an unprecedented speed

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.

90% of ML models never make it to production

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.

The next generation of automation •
The next generation of automation •

How does Unstructured Data Processing work?

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.

What are the Benefits of Unstructured Data Processing?

Unstructured Document Processing (UDP) provides:

Dramatic Cost savings

Dramatic cost savings

By driving down the cost of manually processing data

Guaranteed Quality

Guaranteed quality

Of results to meet or exceed ROI goals

Higher straight-through processing (STP)

Higher straight-through processing (STP)

By allowing businesses to automate processes end-to-end

Ease of use

Ease of use

That empowers business users to automate processes without having to rely on technical eperts

Improved Accuracy

Improved accuracy

Of results which intelligently eliminate human error

Higher Customer Satisfaction

Higher customer satisfaction

Via faster issue resolution and higher first call resolution

Robotic Process Automation

Does UDP work with Robotic Process Automation (RPA)?

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 Processing (UDP) taps hidden data

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.

What are the benefits of combining UDP with automation solutions?

Empower business users to automate any process that involves unstructured data.

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.

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Speed

UDP is easy to set up and integrate with RPA or other process automation tools

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Lower costs

UDP uses AI to eliminate the need for manual, error-prone data extraction and enables rapid automation of business processes.

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End-to-end automation

UDP is easy to integrate with your existing software infrastructure to help streamline business processes

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Flexibility for developers

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.

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Data type agnostic

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.