Sales Order Costing – Part 3 : config-Checklist

a step-by-step configuration checklist (blueprint) for Sales Order Costing in SAP. This sequence ensures you don’t miss dependencies and can move smoothly from CO setup → SD integration → execution. 🔹 Sales Order Costing Configuration Checklist Step 1: Define Costing Variants (Planned & Actual) T-code: OKKN SPRO Path:Controlling → Product Cost Controlling → Product Cost … Continue reading Sales Order Costing – Part 3 : config-Checklist

Sales Order Costing – Part1

SAP Sales Order Costing, which is a concept used in Sales Order Management + Controlling (CO) in SAP, primarily relevant when you’re dealing with make-to-order (MTO) or engineer-to-order (ETO) production scenarios. Let me break it down for you: 🔹 What is Sales Order Costing in SAP? Sales Order Costing is a cost management and profitability … Continue reading Sales Order Costing – Part1

Licensing and Costs of DAR in SAP S/4HANA Explained

In SAP S/4HANA, DAR stands for Document and Reporting Compliance (Advanced Reporting) — but in the AI/ML & Finance context that we have been discussing (Inventory Provision, Classification), DAR usually refers to “Data Attribute Recommendation”. 🔹 DAR = Data Attribute Recommendation It is an SAP AI Business Service that helps automate and improve master data … Continue reading Licensing and Costs of DAR in SAP S/4HANA Explained

Predictive MRP (pMRP) in SAP S/4HANA for simulating Supply/Demand Scenarios : Useful in Inventory-Provision

Definition Predictive Material Requirements Planning (pMRP) is a simulation tool in SAP S/4HANA (introduced in 1909 release, enhanced in later versions) that helps planners simulate future supply and demand situations without impacting live production data. It’s not a replacement of classic MRP Live (MD01N), but rather a strategic, scenario-based planning tool. 🔑 Key Features Simulation-Based … Continue reading Predictive MRP (pMRP) in SAP S/4HANA for simulating Supply/Demand Scenarios : Useful in Inventory-Provision

SAP S/4HANA Inventory Slow-Moving/Non-Moving using AI/ML , with TCODES and FIORI Apps – Part 3

Let's map the AI features (explained in Part1 and Part2) into a ready-to-use “Inventory Provision Process Flow” in S/4HANA showing exact FIORI Apps and transactions for each AI Step Here’s a proposed ready-to-use AI-enabled Inventory Provision Process Flow for SAP S/4HANA 2023, with exact Fiori apps / backend transactions mapped for each stage. Let's structure … Continue reading SAP S/4HANA Inventory Slow-Moving/Non-Moving using AI/ML , with TCODES and FIORI Apps – Part 3

SAP S/4HANA Inventory Slow-Moving/Non-Moving using AI/ML – Part 2

What AI Functionality is available in SAP S/4HANA for Inventory provision In SAP S/4HANA (2023 release) there isn’t a single packaged feature called “Inventory Provision with AI”, but there are multiple embedded Machine Learning and Business AI capabilities that can be configured to support or automate the inventory provision process (i.e., creating provisions for slow-moving, … Continue reading SAP S/4HANA Inventory Slow-Moving/Non-Moving using AI/ML – Part 2

SAP S/4HANA Inventory Slow-Moving/Non-Moving using AI/ML – Part 1

AI in SAP S/4HANA (2023 & Beyond) 1. SAP S/4HANA Cloud Private Edition 2023 FPS 03 Key AI/automation enhancements in finance and operations include: AI-Assisted Journal Uploads: Generative AI validates and classifies journal entries, reducing manual effort and improving accuracy. Predictive Labor Demand Planning: Uses AI to forecast labor needs for warehouse processes, boosting productivity … Continue reading SAP S/4HANA Inventory Slow-Moving/Non-Moving using AI/ML – Part 1

SAP PaPM Vs COPA Margin-Analysis Vs SAP PCM

What is SAP PaPM ? SAP PaPM refers to "SAP Profitability and Performance Management." This is a solution provided by SAP, a German multinational software corporation, known for its enterprise software solutions. SAP PaPM is designed to help organizations analyze and optimize their profitability and performance. It allows businesses to gain insights into their financial … Continue reading SAP PaPM Vs COPA Margin-Analysis Vs SAP PCM

Alteryx Designer & Alteryx Intelligence Suite

Please note that developments or modifications may have occurred since last-update, so it is recommended to verify the most recent information from official channels. Alteryx is well-known for its data preparation and analytics capabilities, offering a platform that empowers users to blend, clean, and analyze data without extensive coding requirements. While Alteryx does include some … Continue reading Alteryx Designer & Alteryx Intelligence Suite

Market Leaders in Machine Learning (ML) space

Note : This blog is NOT an attempt to explain the ML platforms. This content will provide a good foundation to start on the Topic and then one deep-dive to gather more details and insights about each market leader. If you are looking for the considerations and/or parameters for choosing between SAP and dedicated platforms, … Continue reading Market Leaders in Machine Learning (ML) space

LEARNING RPA

Learning Robotic Process Automation (RPA) involves understanding the basic concepts, tools, and technologies associated with automating repetitive tasks and processes. Here's a step-by-step guide to help you learn RPA: 1. Understand the Basics: Familiarize yourself with the fundamental concepts of RPA, including what it is, how it works, and its benefits in business processes. Learn … Continue reading LEARNING RPA

Different Types of RPA

Robotic Process Automation (RPA) can be categorized into different types based on the complexity of the tasks being automated, the level of human intervention, and the scope of automation. Here are the main types of RPA:1. Attended RPA:Description: Attended RPA involves robots working alongside human employees to enhance their productivity. These bots operate on employees' … Continue reading Different Types of RPA

Robotic Process Automation (RPA), Artificial Intelligence (AI), and Machine Learning (ML)

My Point of View & Executive Summary : Robotic Process Automation (RPA), Artificial Intelligence (AI), and Machine Learning (ML) are related technologies, but they serve different purposes and have distinct characteristics. Understanding the "place & usage" of these technologies Artificial Intelligence is Futuristic (self-learning, evolving), closest to Human Intelligence and real-time Interactions. Widely used in … Continue reading Robotic Process Automation (RPA), Artificial Intelligence (AI), and Machine Learning (ML)

Implementing Intelligent Inventory Management Solutions

Implementing intelligent inventory management solutions typically involves a combination of software, hardware, and technologies to leverage the power of data analytics, machine learning, and automation. Here's a breakdown of the types of products and technologies that are often required for intelligent inventory management: 1. Enterprise Resource Planning (ERP) System: Example: SAP S/4HANA, Oracle ERP Cloud, … Continue reading Implementing Intelligent Inventory Management Solutions

SAP S/4HANA intelligent Inventory Management

S/4HANA integrates machine learning algorithms to enable intelligent inventory management. ML algorithms can predict demand patterns, optimize reorder points, and automate inventory replenishment processes based on historical data and real-time market conditions. Here's how S/4HANA integrates machine learning algorithms into inventory management, with specific examples: 1. Demand Pattern Prediction: Example: S/4HANA can analyze historical sales … Continue reading SAP S/4HANA intelligent Inventory Management

Machine Learning in SAP Financial

Integrating Machine Learning (ML) into SAP Financial Accounting can revolutionize the way businesses handle financial data, make decisions, and ensure compliance. Here are several ways ML can be applied in SAP Financial Accounting: **1. Automated Invoice Processing: Invoice Data Extraction: ML algorithms can be used to automatically extract data from invoices, such as invoice numbers, … Continue reading Machine Learning in SAP Financial

Artificial Intelligence (AI), Machine Learning(ML) & Business Benefits of ML in SAP S/4HANA Inventory Management

Hi, Starting a new series : Machine Learning in S/4HANA. This is first of the Blogs. Hope you enjoy the learning as much as I intend to do from the learning. So let's start with the basics : What is AI? What is Machine Learning? Artificial Intelligence (AI) & Machine Learning (ML) Artificial Intelligence (AI) … Continue reading Artificial Intelligence (AI), Machine Learning(ML) & Business Benefits of ML in SAP S/4HANA Inventory Management