What is IPA?
PA (Intelligent Process Automation) refers to the application of Artificial Intelligence and related new technologies, including Computer Vision, Cognitive automation and Machine Learning to RPA (Robotic Process Automation).
The main purpose of IPA is to enable organisations to automate processes that involve unstructured content, including text and images. It does so without requiring rule-based decision-making or huge training data sets that are out of reach for 95% of enterprises.
How IPA Benefits Your Business
Additional advantages of IPA compare to simple robots
IPA Capacity and Field of Application
IPA, with its wide range of applications, offers many possibilities for optimizing companies and their processes. Process automation with RPA, which follows a deterministic approach, can now be complemented by the cognitive aspects of AI. For the successful implementation of RPA, structured data and rule-based processes are required in the first place. These requirements are not always met, which is why process automation becomes difficult or impossible. With the addition of artificial intelligence, conditions can be created to make automation possible. Structuring of data or decision making is made possible with AI and can then be further processed with RPA.
- Automation of data aggregation
- Automation of data rekeying
- Automation of “not-In-good-order” checks for new applications or benefits
- Full automation of policy maintenance and client data changes
- Automation of data feed into analytics-enhanced rules to facilitate auto-decisioning (e.g.,for jet underwriting, renewals, payment approvals, new business and amendments, claims subrogation, suspicious activity flagging)
- Automation of other small transactions with lower but incremental impact
Examples of process subparts to be automated include:
- Correspondence creation and sending
- Multiple system information updates
- Benefits analysis
- Application checks to authorize commissions
IPA is particularly suitable for
By combining the structured and consistent approach of Robotic Process Automation with the decision-making capabilities of Artificial Intelligence, which optimises itself independently, IPA is especially suitable for:
Replacing manual clicks
- Interpreting text-intensive communication
- Rule-based non-programmed decisions
- Automated emotionally responsive customer service
- Real-time tracking of transfers between systems and machines
Decision support by providing in-depth, intelligent data analysis
Customer segmentation and generation of data-informed hypotheses
- Automating expense appraisals with cognitive analytics
- Fraud detection with cognitive analytics
- Creation of reports, which illustrate the important insights through Machine Learning
IPA In Our Consulting
Reach optimal scalability with our consulting
Natural Language Processing: Intelligent Automation with NLP and RPA
Reading emails, answering customer inquiries and analyzing contracts - software robots can't handle these tasks, can they? Read here how software robots learn to speak through NLP and what great opportunity lies dormant in the combination of NLP and RPA.
Text Recognition 4.0 – Challenges & Opportunities of OCR for Process Automation
Text Recognition 4.0 - Challenges & Opportunities of OCR for Process Automation OCR (Optical Character Recognition) has long played a subordinate role in the business world. It was not until the triumphant advance of digitization and robotic process automation that OCR increasingly moved into the field of vision of many companies. Since 2018, the industry
Cloud-based Process Automation with Microsoft Power Automate: Applications and advantages
Cloud- based Process Automation with Microsoft Power Automate: Applications and advantages With Microsoft Power Automate you create cross-application workflows and tasks to automate work processes without additional developers. We are going to explain all the possibilities and advantages of the cloud-based automation software in this article. Automate Processes with Microsoft Power Automate Microsoft Power Automate
Intelligent process automation today and tomorrow: This is the future of RPA
Intelligent Process Automation Today and Tomorrow: This is the Future of RPA Robotic Process Automation is already changing the way standard tasks are processed in everyday business. We explain why the importance of RPA will continue to grow in the future and how companies are already benefiting from automation technology today. RPA: This is the