machine learning
21 results
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Unleash the Power of SAP Data with a Modern Data Architecture
Stockland, a leading creator of connected communities in Australia, has harnessed the power of SAP data through the implementation of S/4HANA and AWS. This modern data architecture enables a centralized view across all business units and assets, while also providing business unit-specific insights. Learn how Stockland leveraged AI/ML to drive informed decision-making and embedded analytics…
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Moving from Manual Spreadsheet Supplier Reconciliations to Automated Reconciliations in SAP
Discover how Foodstuffs South Island Limited, a prominent grocery retailer, successfully transitioned from manual spreadsheet supplier reconciliations to automated reconciliations in SAP. By leveraging the SAP certified add-on module BEST and adopting a methodical approach, Foodstuffs South Island Limited significantly reduced costs and enhanced creditor controls through the automation of hundreds of thousands of creditor…
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Closed-Loop Asset Management with SAP: Increase Uptime, Reduce Cost, and Improve Asset Performance by Learning from Work Execution
Understand how SAP has re-engineered its Intelligent Asset Management solutions to enable a closed-loop process, which directly links your maintenance strategy from asset criticality assessment with maintenance planning and work execution – and enables you to apply learnings from your work execution to improve your asset strategies. Membership Required You must be a member to…
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Machine Learning Renaissance with SAP Kyma 2.0
Open source development is very normal in the data science world. The popularity of languages like Python and R can be attributed to the explosion of development work happening to leverage open-source tools and technologies. However, many who are on SAP technologies are often unsure how to leverage and integrate open source tools within their…
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SAP Cash Application Leverages Machine Learning
The first of many machine learning applications in the finance and risk portfolio in SAP S/4HANA Finance is SAP Cash Application, which streamlines the clearing process of open items for accounts receivable (A/R) transactions. When new transactions come into the system that result in exceptions, the machine learning application takes that prior information and decides…
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Leveraging Machine Learning for Demand Forecasting
Until recently, conventional time series forecasting methods have been predominantly used for forecasting in demand planning. A majority of demand forecasting tools in the market leverage these methods in their solutions. With advances in technology and computing power, the sophistication of these time series algorithms has increased thereby increasing forecast accuracy. However, with the advent…
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Twelve Traits That a Business Intelligence Program and Building With LEGO Bricks Have in Common
A strong and reliable business intelligence (BI) program can quickly reveal areas for improvement and help organizations make proactive decisions by identifying business patterns and trends and providing a comprehensive view of a company’s data. Establishing such a program, however, requires many pieces to fit together, similar to—according to SAPinsider Expert Jeff Stout—building with LEGO…
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SAP Leonardo Vs. TensorFlow
Machine learning (ML), considered a subset of artificial intelligence, is growing in popularity among businesses that want to create better computing models with high volumes of data in order to make decisions faster. SAP Leonardo and Google’s TensorFlow are both known, in part, for their ability to prototype and integrate with ML projects. In this…
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Breakthru Beverage Group Increases SAP Systems Usage Through Change Management
Change management emerged as the top challenge for SAP deployments in previous SAPinsider research. For Breakthru Beverage Group — a North American alcoholic beverage wholesaler headquartered in Cicero, Illinois — the successful implementation of SAP HANA 2.0-based business intelligence products required an evolution in its change management strategy. SAPinsider recently interviewed Desmond Foley, Solutions Architect…
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Keys to Building an Intelligent MRO Organization
In aviation industries, such as aerospace and defense (A&D), maintenance, repair, and overhaul (MRO) organizations operate a very complicated framework to maintain their aerospace assets. In the SAP ecosystem, these assets involve many different business segments, and maintenance activities need to be planned for, executed, and documented — and in a timely manner — to…
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