inSTREAM™ - Intelligent Document Processing

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Summary

Celaton’s inSTREAM™ platform complements UiPath robots with Machine Learning capabilities

Overview

Intelligent automatic data recognition, classification, extraction, validation and enrichment from unstructured, semi-structured and structured documents
A semantic engine and Natural Language Processing mean there is no dependence on templates for document classification and data extraction
Machine Learning algorithms enable continual process automation and ‘Human in the Loop’ document exceptions workflow
Seamless integration with existing workflow apps or RPA using REST API
Multiple source types;Post (paper), email, attachments, webforms, fax and EDI

Celaton’s Intelligent Document Processing platform, inSTREAM, applies Intelligent Automation technologies to deliver consistent and measurable value to organisations through automating the processing of unstructured and varied content.

inSTREAM enables organisations to streamline end-to-end business processes such as Accounts Payable, Sales Orders, Customer Correspondence and Claims to achieve improved operational efficiencies. inSTREAM supports organisations on their Digital Transformation Journey by extending the capabilities of UiPath with Machine Learning, Supervised Learning, Natural Language Processing, Cognitive Automation and OCR to read, understand meaning and intent, extract key data, and validate and enrich data from a wide variety of business-critical documents.

inSTREAM’s REST API can be used by UiPath to submit documents to inSTREAM for processing. For example, this allows a robot to obtain a PDF file from an email or folder and upload it to inSTREAM for processing. In turn, inSTREAM can be configured to ask a UiPath Robot to carry out a task for it by inSTREAM using the UiPath Add Queue ITEM REST API to create a job in the queue. These would typically be asking the robot to interact with a line of business system via the presentation layer to either lookup data for inSTREAM or enter data into the system.

https://celaton.com/platform/instream