What is Intelligent Process Automation?

Today, the business world demands faster, more efficient and more accurate management of processes. Therefore, businesses cannot afford to postpone using innovation to improve efficiency and solve problems. It is at this point that we encounter “Intelligent Process Automation”, IPA in short. Intelligent Process Automation refers to an approach that takes advantage of the powerful advantages of technology to make business processes smarter and more effective.

This technological breakthrough improves businesses’ ability to cope with embedding repetitive tasks and making decisions among complex data. So how does he do this? This type of automation focuses more on technological processes such as data analytics, artificial intelligence, and machine learning than traditional process automation. This gives businesses more power to automate business processes and increase efficiency. Read the blog to learn how the combination of RPA and AI is revolutionizing the business world by tackling challenges in business operations, from data entry to decision support systems.

What is IPA?

IPA is a technology that combines robotic process automation and artificial intelligence to automate, streamline and make business processes more efficient. Intelligent process automation works by combining robotic process automation’s ability to perform repetitive tasks with capabilities such as machine learning and data analysis. In this way, IPA automates operational processes and increases the efficiency of employees and the work done.

What are the Technologies Used in Intelligent Process Automation?

There are four basic technologies used in the development of IPA. These technologies are as follows:

RPA (Robotic Process Automation): RPA automates rule-based repetitive tasks that occur manually.

AI (Artificial Intelligence): Artificial intelligence consists of systems that can perform tasks such as logic, decision-making, reasoning and learning that require human intelligence. Artificial intelligence is much faster than humans at things like analyzing data, identifying patterns and learning from past elections.

ML (Machine Learning): ML is a subset of artificial intelligence that develops algorithms and models that focus on helping computers learn from data so that they can make data-based predictions or decisions.

NLP (Natural Language Processing): It is a branch of artificial intelligence that allows computers to understand, interpret and create human language, allowing interaction with text and speech data.

DPA (Digital Process Automation): DPA is a type of software that automates tasks to complete and optimize a workflow. It automates tasks that require human interaction.

RPA vs IPA: What’s the Difference?

Intelligent Process Automation and Robotic Process Automation are similar and often confused. However, Intelligent Process Automation (IPA) has a wider working area than Robotic Process Automation (RPA).

RPA is generally used for rule-based tasks. IPA, on the other hand, is used for more complex tasks by combining technologies such as artificial intelligence, machine learning, natural language processing, predictive analytics, and robotic process automation. Additionally, the type of data formats that IPA can process are much more than RPA.

To learn more about RPA, see “What is Robotic Automation (RPA)?” You can read our wiki post called.

Intelligent Process Automation (IPA) Benefits

IPA offers many advantages to business:

  • It automates tasks that were previously done manually and routinely repeated.
  • Reduces data processing errors.
  • Ensures harmony of work between people and software systems.
  • Increases efficiency by eliminating manual tasks on employees.
  • Provides end-to-end visibility into processes and customer journeys.
  • Reduces processing time.
  • Reduces costs.

Intelligent Process Automation Usage Areas

IPA can be applied according to the needs of different sectors and departments. For example, there are many use cases such as evaluating loan applications in the finance sector, creating automatic responses in customer services, and optimizing recruitment processes in human resources management. This technology can be flexibly adapted to suit the customized needs of organizations.

MIP is an iPaaS that allows businesses to automate workflows, optimize data integration and streamline business processes. With usemip’s user-friendly interface, you can create integrations that suit your company’s unique business needs and automate your business processes.

You can contact us for more information.

Subscribe to our newsletter to dive integration world!

Join our exclusive newsletter community for insider tips, industry updates, and the latest trends in integration technology.