Analytic Process Automation (APA) is using machine learning and analytic algorithms for the automation of data analytics and business process.
APA is the integration of analytics, data science, and process automation and is an easy way of growing users for the business because of its self-service model. APA platforms provide organisations to accelerate data-driven business outcomes. Now is the right time for APA because it provides features of cost savings, value generation, and workforce upskilling.
Analytic Process Automation (APA) platforms automate all the process and bring them together, instead of using many tools for data analytics, reporting, and business process for a better experience and to avoid misaligned outcomes.
APA platforms provide simplify diagnostic, predictive, prescriptive, and location analytics. Automated reporting, predictive analytics including modelling options, and prescriptive analytics can be achieved with a user-friendly experience.
Now analysts have quick access to find and analyse data and they can share it easily. Users have a simple and user-friendly environment to create their own diagnostics. APA platform uses artificial learning to create insights to provide a wider aspect to review that is not
APA platforms uniquely enable people to upskill themselves at a comfortable pace via self-service data science, Artificial Intelligence (AI), and guided machine learning. A platform that delivers this learning pathway creates the ability for users to progress from simple automation to full analytics and process automation.
Outcomes from these data-driven processes can be published to stakeholders, dashboards, documents, bots, and directly into enterprise applications for automated actions. Data discovery is the most challenging task; however, machine learning can help in making the process automatic.
APA can write automatic processes using machine learning that can make this difficult process easy. This can include assessing data in all variety of formats that includes and not limited to pdf files, web logs, or automatic programs written for continuous data gathering, etc.
One of the biggest benefits of an APA platform is that people are relieved from manual data collection, preparation, and management by automating both repetitive and complex processes.