AI & Machine Learning

The application of AI and machine learning (ML) to SAP systems allows organizations to more efficiently manage business tasks and streamline processes while finding ways to solve more complex business challenges more quickly. Learn about the different AI and ML solutions available within the SAP ecosystem, and how they can be applied to different business scenarios. Explore the different options with insight from experts within the SAPinsider Community and discover how to leverage opportunities to test different solutions. Understand how other organizations have used AI and ML to meet business challenges, and the scenarios where they have found these solutions to be most applicable.


  1. Xiting

    Xiting is a highly specialized SAP solution provider for Compliant Identity & Role Management. Xiting offers high-quality services in the area of SAP security and provides, as a consulting partner for companies of various sizes and in very different industries, a comprehensive service portfolio. With the specially-developed software solution Xiting Authorizations Management Suite (XAMS), the company has an unrivalled technology lead for SAP authorizations management according to SAP best practice.

  2. Key Components of a Best in Class Cloud Based Analytics Solution Architecure

    by Kumar Singh, Research Director, Automation & Analytics, SAPinsider   The future of Analytics is in the cloud If you follow the analytics space, you are cognizant of the fact that more and more vendors are moving their products to the cloud, building cloud native products. Due to the flexibility, scalability, agility and the ease…
  3. Machine Learning Powered Intelligent Replenishment in Retail

    by Kumar Singh, Research Director, Automation & Analytics, Supply Chain Management, SAPinsider   The criticality of establishing an efficient store replenishment process The process efficiency of replenishing store inventory is critical to a retailer’s overall operating efficiency and even profitability. It is not news to anyone that store replenishment impacts the on-the-shelf availability. In today’s…
  4. Introducing ABAP Platform 1809

    Why a Solution That Can Integrate Algorithms Smartly Will Be a Game Changer

    by Kumar Singh, Research Director, Automation & Analytics, Supply Chain Management, SAPinsider   Thinking beyond the obvious We envision that at some point,  AI algorithms will replace existing supply chain planning systems. However, we rarely think about or discuss the architecture of the kind of solution that can make it happen. We will not get…
  5. Building Scalable Analytics Solutions : A Manufacturing Example

    By Kumar Singh, Research Director, Automation & Analytics, SAPinsider The killer of ROI on analytics investments – siloed solutions Every white paper, think tank perspective, analytics body of knowledge, research- they are all screaming one thing loud and clear in your ear: Building analytical capabilities within your operations is a must to compete and thrive…
  6. AWS

    AWS is the platform of choice and innovation for 5000+ SAP customers and hundreds of partners. Whether you want to lift and shift ECC to reduce costs, migrate to SAP S/4HANA, or innovate with 200+ AWS services, you can count on AWS’s unmatched experience, infrastructure, and platform breadth to get more value out of your SAP investments.

  7. Video Q &A with Ratheesh Ravindran, COO, OpsVeda on Operational Intelligence

    The rapid emergence of fields like data science, advent of Artificial Intelligence (AI) & Machine Learning (ML) algorithms and adoption of cloud computing are disrupting the field of business analytics. One category of analytics tool that is ripe for disruption is Business Intelligence (BI). BI tools have been around in some form for more than…
  8. A Corporate Rivalry Strategy Lesson from the Cold War Era

    By Kumar Singh, Research Director, Automation and Analytics, SAPinsider   A lesson from the collapse of U.S.S.R Among many other factors that led to the collapse of former Soviet Union, a key one in my perspective was the economic strain on the erstwhile Soviet Union’s economy. Regan, very strategically, led U.S.S.R into the game of…
  9. Baton Simulations

    At Baton, our mission is to help your people embrace new software and processes – and actively “live” digital transformation. Our solutions drive faster acceptance, understanding and adoption of digital initiatives and end-to-end integration. Based on our expertise in organizational change management, our solutions are designed to engage and empower users – galvanizing your people to jump on board.  Whether you’re a business leader, IT consultant or software vendor, we can help to move digital transformation forward – by putting people at the heart of change.

  10. Evolving Your Inventory Planning and Management Through Advanced Analytics

    by Kumar Singh, Research Director, Automation & Analytics, SAPinsider Inventory planning- The constant balancing act Inventory planning is one of the most critical and most challenging aspects in supply chain planning. This means that implementing an effective inventory planning and management strategy is crucial for an organization to stay competitive in today’s dynamic global supply…