Reviewed by the SAP PRESS editorial team.
SAP offers a suite of solutions — including Joule, SAP AI Foundation, SAP AI Core, SAP Intelligent RPA, and SAP Analytics Cloud — that integrate these technologies into core applications like SAP S/4HANA and SAP BTP.
Over the past few decades, technological advancements have created powerful computers that are smaller and more affordable than ever, making advanced mathematics tools more accessible to businesses. These tools—dubbed “intelligent technologies”—allow businesses to dig deep into their existing pools of data for analysis and business insight. Through the use of algorithms and automation, companies can complement their existing manual business processes with automated and digital options. This move from manual to digital processes is known as “digital transformation."
As a leading software vendor, SAP has been on the leading edge of adding “smart,” intelligent technologies to its product portfolio and functionalities.
Table of Contents
Before we dive into specific SAP intelligent technologies and solutions, there are a handful of key, system-agnostic technologies that should be discussed. These can help businesses develop greater efficiency and lower costs. Here is a look at each:
Artificial intelligence (AI) refers to technologies that enable machines to replicate or augment human reasoning and decision-making. AI has existed in various forms for decades, from automated phone systems to early machine learning models that identified patterns in structured data.
A key subset of AI, machine learning, focuses on identifying relationships in large datasets so organizations can make better predictions and decisions. Common algorithms include linear regression, naïve Bayes, k-means clustering, and neural networks, often combined with automation tools like robotic process automation for greater impact.
Since 2022, generative AI has emerged as the most significant development in the AI landscape. Unlike traditional machine learning, which identifies patterns in existing data, generative AI uses large language models (LLMs) to produce new content (text, code, analysis, and recommendations) in response to natural language prompts. For enterprise software, this shift has been transformative: users no longer need to navigate menus or know transaction codes to interact with complex systems. Instead, they can ask questions and issue instructions in plain language and receive contextually relevant responses drawn from their business data.
SAP has positioned generative AI as central to its product strategy through three primary investments. First, Joule—SAP's AI copilot—is now embedded across the SAP portfolio, providing natural language interaction for business tasks ranging from drafting journal entries to analyzing supply chain exceptions. Second, SAP AI Foundation provides the underlying infrastructure for building, deploying, and managing AI solutions on SAP BTP, including access to large language models from partners such as Microsoft Azure OpenAI, Google, and AWS through the Generative AI Hub. Third, SAP is moving toward agentic AI: purpose-built AI agents that can autonomously execute multi-step business processes without human intervention at each step, such as the Cash Management Agent for bank reconciliation or the Bid Analysis Agent for supplier evaluation.
SAP's approach to generative AI emphasizes keeping business data within SAP's security and compliance boundaries, with no customer data shared with model providers for training purposes.
Blockchain is a decentralized ledger that uses a peer-to-peer network to increase transaction transparency. First popularized in the late 2000s with Bitcoin, blockchain’s business applications expanded in the 2010s, particularly for improving financial reporting and supply chain traceability.
The Internet of Things (IoT) connects devices and assets so they can communicate and share data. For businesses, IoT enables real-time feedback on user behavior, equipment performance, and maintenance needs.
In homes, IoT simplifies everyday tasks—smart thermostats, for example, can learn your preferences and automatically adjust temperatures without manual input.
SAP has been adding “smart” functionalities to its product suite over the past decade. Solutions such as SAP Predictive Analytics and SAP SuccessFactors’ Intelligent Services tool have been available since as early as 2008, helping users collect historical data and make predictions about future results.
Intelligent technologies have also been integrated into SAP’s current business suite, SAP S/4HANA. For example, machine learning capabilities were added in 2017 in order to perform easier goods and invoice receipt reconciliation, as well as automate invoice assignments. Predictive accounting functionality was subsequently added to the SAP S/4HANA Finance line of business in 2018.
As the demand for intelligent technologies grew in the mid 2010s, SAP launched the SAP Leonardo toolset in 2017, which consisted of services in areas such as IoT, machine learning, analytics, blockchain, and big data. In 2019, SAP began breaking each of these out into its own area of development.
Since 2023, SAP's AI strategy has accelerated significantly, moving beyond individual AI services toward a unified platform approach. SAP AI Foundation, introduced at SAP Sapphire 2025, consolidates the infrastructure needed to build, deploy, and operate AI at enterprise scale. Joule has evolved from a conversational assistant into an agentic AI network capable of orchestrating multi-step workflows across SAP and third-party systems. SAP has also deepened its partnerships with Microsoft, AWS, and Google Cloud to provide customers with access to leading large language models through the Generative AI Hub, while keeping business data within SAP's security and compliance boundaries.
The following products represent SAP's current intelligent technologies offerings. For products that have been retired, rebranded, or superseded, see the Legacy Products section below.
The Generative AI Hub is a capability within SAP AI Core and SAP AI Foundation that gives developers and organizations access to a range of large language models—from partners including Microsoft Azure OpenAI, Google, and AWS—alongside tools for prompt engineering, prompt lifecycle management, and orchestration. It enables organizations to build generative AI applications grounded in their own business data while maintaining SAP's data security and compliance standards.
SAP and Microsoft have also established bidirectional integration between Joule and Microsoft 365 Copilot, allowing users to trigger SAP ERP actions directly from within Microsoft Teams and Outlook, and vice versa.
Joule is SAP's generative AI copilot, embedded across the SAP portfolio to enable natural language interaction with SAP systems and data. Released in 2023 and expanded significantly since, it supports transactional, analytical, navigational, and informational tasks across SAP S/4HANA, SAP SuccessFactors, SAP Ariba, SAP Analytics Cloud, SAP Datasphere, and SAP BTP.
SAP AI Foundation
SAP AI Foundation is SAP's unified AI infrastructure layer on SAP BTP, introduced in 2025 as the "AI operating system" for all SAP Business AI solutions. It brings together SAP AI Core, the Generative AI Hub, Joule Studio, and SAP Knowledge Graph into a single entry point for developers building, deploying, and managing AI solutions and agents across SAP and non-SAP landscapes.
SAP AI Launchpad
SAP AI Launchpad is a multitenant application on SAP BTP used to manage AI use cases and AI runtimes across an organization. It provides a centralized interface for managing AI scenarios, deployments, and executions across multiple instances of SAP AI Core, and provides access to the Generative AI Hub.
SAP Analytics Cloud is a software-as-a-service platform for data visualization, business intelligence, and integrated planning. It connects to SAP and non-SAP data sources and includes AI-assisted capabilities such as Smart Predict for predictive forecasting and, more recently, Joule integration for natural language analytics.
Learn more about SAP Analytics Cloud here.
SAP Edge Services enables data processing at the edge (closer to where data is generated) rather than routing it to a central repository first, reducing latency and bandwidth requirements for IoT and manufacturing scenarios.
SAP Intelligent RPA is a tool for automating repetitive, rule-based tasks by using machine learning to train bots to complete tasks after observing user behavior. It integrates with SAP BTP and SAP S/4HANA and is part of the broader SAP Build portfolio under SAP Build Process Automation.
SAP Internet of Things is a data-based solution that takes information gathered from IoT-enabled devices and assets and combines it with business data to provide real-time operational visibility and predictive insight.
The following products have been retired, rebranded, or superseded by newer SAP offerings. They are included here for reference as readers may encounter them in older documentation.
SAP Blockchain Business Services provided blockchain infrastructure for supply chain traceability and business network transparency. Blockchain as a dedicated SAP investment has significantly reduced in priority; customers should verify current availability and support status directly with SAP.
SAP has also released blockchain functionality for supply chain solutions like SAP Logistics Business Network, a material traceability option, SAP Information Collaboration Hub for Life Sciences, and an option for the United States supply chain, to name a few.
SAP AI Business Services was a portfolio of cloud-based AI and machine learning services for adding intelligent capabilities to business operations. Its functionality has been consolidated into SAP AI Foundation and SAP AI Core.
SAP Conversational AI was a platform for building chatbots and digital assistants, formerly known as SAP CoPilot. Its use cases have been largely superseded by Joule, SAP's generative AI copilot.
SAP Data Intelligence combined AI, machine learning, and data orchestration capabilities in a single cloud service. Its core functionality has since been integrated into SAP Datasphere and SAP AI Foundation. Organizations still running SAP Data Intelligence should consult SAP's migration guidance.
SAP Predictive Analytics provided standalone predictive modeling and forecasting capabilities. Predictive functionality is now embedded directly into SAP Analytics Cloud through Smart Predict and AI-assisted planning features.
Spotlight by SAP measured the performance of manual business tasks and identified automation opportunities. It is no longer actively marketed as a standalone product.
Here are answers to some of the most common things SAP users want to know about SAP's intelligent technology.
What are SAP intelligent technologies?
SAP intelligent technologies are software tools and services that use artificial intelligence, machine learning, IoT, and automation to help organizations automate business processes, enhance decision-making, and gain real-time insights. Current examples include Joule for natural language AI interaction, SAP AI Core for building and deploying AI models, and SAP Intelligent RPA for process automation.
How do intelligent technologies fit into SAP’s product strategy?
SAP integrates intelligent technologies across its portfolio to support digital transformation. This includes embedding AI and automation into SAP S/4HANA, offering specialized cloud services through SAP Business Technology Platform, and providing standalone solutions like SAP Analytics Cloud.
What is the difference between AI and machine learning in SAP?
Artificial intelligence (AI) is a broad concept where machines perform tasks that typically require human intelligence. Machine learning is a subset of AI that enables systems to learn patterns from data and improve performance over time without being explicitly programmed.
Does SAP still use SAP Leonardo?
No, SAP Leonardo as a branded toolset was retired in 2019. Its technologies were integrated into other SAP products and services, such as AI Business Services, IoT, and analytics tools, which are now developed and delivered individually.
How does blockchain work in SAP solutions?
SAP offers blockchain services that create a secure, shared digital ledger for transactions. This ensures transparency, traceability, and trust across supply chains and business networks. For example, SAP Logistics Business Network can trace materials from origin to delivery.
What is Joule?
Joule is a generative AI assistant designed to work across the SAP ecosystem. It allows users to interact with SAP systems using natural language and receive contextual insights from connected data sources.
What types of businesses can benefit from intelligent technologies?
Any organization—regardless of size or industry—can leverage intelligent technologies to automate repetitive tasks, gain real-time insights, predict outcomes, and improve operational efficiency. Industries with complex supply chains, customer service needs, or heavy asset management often see the most immediate impact.
Do I need SAP S/4HANA to use intelligent technologies?
No. While many intelligent technologies are embedded into SAP S/4HANA, others are available as standalone cloud services that can integrate with both SAP and non-SAP systems.
How do SAP intelligent technologies support Industry 4.0?
They provide the automation, connectivity, and real-time analytics needed for smart factories, predictive maintenance, and connected supply chains, which are key pillars of the Industry 4.0 movement.
In addition to the information laid out above, there are a handful of important intelligent technology terms and SAP solutions you should also know:
AI/Machine Learning
These posts cover SAP's evolving AI and machine learning capabilities, from foundational algorithms and embedded intelligence in SAP S/4HANA to generative AI, robotic process automation, and the growing role of AI in SAP Basis and system administration.
Internet of Things and Industry 4.0
These posts cover SAP's IoT and manufacturing intelligence solutions, including key SAP solutions for Industry 4.0, SAP Digital Manufacturing, and warehouse robotics integration with SAP EWM.
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