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    SAP Empowers Customers with Detailed Cloud Emissions Insights

    With SAP's new cloud product carbon footprint initiative, customers can now track emissions and energy consumption for each cloud product, moving beyond generic estimates to reveal actionable insights for sustainability.

    news.sap.com•November 12, 2026•3 min read

    Key Facts

    • SAP's PCF offers granular emissions data, enhancing customer decision-making on sustainability.
    • Transition from spend-based to activity-based data reveals emissions hotspots, driving targeted reductions.
    • Competitive edge: SAP aligns with GHG Protocol, meeting rising demand for accurate emissions reporting.
    • Financial implications: Enhanced transparency can lead to cost savings and improved sustainability metrics.
    • Strategic shift: SAP prioritizes AI workload emissions, adapting to evolving cloud service demands.

    Summary

    SAP has launched a new initiative that provides customers with detailed insights into the carbon footprint of its cloud software, moving beyond traditional spend-based estimates to a more granular, product-specific analysis. This development is significant as it addresses the growing demand for accurate emissions data amid tightening climate disclosure regulations and the increasing complexity of cloud infrastructure driven by AI workloads. By enabling organizations to track emissions at the product level, SAP positions itself as a leader in sustainability reporting, aligning with the evolving needs of businesses that are under pressure to meet environmental targets.

    Historically, companies relied on spend-based carbon intensity factors, which apply a uniform emissions estimate across all cloud services. This approach fails to capture the specific emissions associated with different products or deployment locations, leaving organizations unable to pinpoint where reductions can be made. SAP’s new cloud product carbon footprint (PCF) methodology shifts the paradigm by calculating emissions based on actual infrastructure activity, including server utilization and energy consumption. This method not only complies with the GHG Protocol ICT Sector Guidance but also reflects best practices from leading cloud providers.

    The PCF model employs a bottom-up energy calculation, assessing the electrical consumption of physical and virtual servers daily. By mapping this data to specific products and customer tenants, SAP delivers unique emissions and energy consumption figures tailored to each customer's use. This level of detail allows companies to identify emissions hotspots and potential reduction levers at the individual product level, a capability that was previously unavailable. The methodology has been developed in collaboration with customers across various sectors, including financial services and healthcare, ensuring it meets their specific needs for transparency and accuracy.

    As organizations increasingly report their Scope 3 emissions, which include emissions from suppliers, the demand for precise, activity-based data is intensifying. SAP's initiative reflects a broader trend in supply chain emissions reporting, where customers expect their suppliers to provide detailed emissions data rather than estimates. By adopting the PCF methodology internally, SAP demonstrates its commitment to sustainability and sets a precedent for other cloud service providers. This dual approach enhances SAP's credibility and positions it as a responsible partner in sustainability efforts.

    Currently, the PCF is accessible through SAP for Me for various cloud products, including SAP S/4HANA Cloud and SAP Analytics Cloud. While the spend-based carbon intensity factor remains available for reference, SAP plans to expand the PCF’s coverage and enhance its capabilities over time. Future developments will include alignment with ISO 14067 standards and improved integration for customers looking to incorporate carbon data into their operational workflows.

    Looking ahead, SAP's focus on integrating emissions data for AI workloads signals a strategic pivot as organizations increasingly adopt AI-driven cloud services. As the demand for carbon transparency grows, SAP's proactive approach to developing its PCF methodology positions it to capture a significant market share in sustainability-focused cloud services. This commitment not only enhances SAP's competitive edge but also aligns with the broader market shift towards sustainable business practices, making it a key player in the future of cloud computing and environmental accountability.

    Entities Mentioned

    Companies

    SAP

    Products

    SAP S/4HANA Cloud
    SAP Integrated Business Planning
    SAP HANA Cloud
    SAP Datasphere
    SAP Analytics Cloud
    SAP Commerce Cloud

    People

    Matthias Medert

    Key Concepts

    carbon footprint
    cloud software
    activity-based emissions
    spend-based estimation
    GHG Protocol ICT Sector Guidance
    sustainability performance
    Scope 3 emissions
    AI workloads

    Definitions

    carbon footprint
    The total amount of greenhouse gases emitted directly or indirectly by an individual, organization, event, or product.
    activity-based emissions
    Emissions data calculated based on actual infrastructure activity rather than estimates or averages.
    spend-based estimation
    A method of estimating carbon emissions based on financial expenditure rather than actual resource usage.
    GHG Protocol
    A widely used international accounting tool for government and business leaders to understand, quantify, and manage greenhouse gas emissions.
    Scope 3 emissions
    Indirect emissions that occur in a company's value chain, including both upstream and downstream emissions.

    Use Cases

    • →Identifying emissions hotspots in cloud products
    • →Supporting sustainability performance measurement
    • →Informing net-zero journey for organizations
    • →Integrating carbon data into operational workflows
    • →Enhancing transparency in cloud transformation
    • →Aligning with GHG Protocol for emissions reporting

    Frequently Asked Questions

    What is the purpose of SAP's cloud product carbon footprint?

    The cloud product carbon footprint aims to provide customers with detailed emissions and energy consumption data for specific SAP cloud products, allowing them to identify reduction opportunities and manage their carbon footprint more effectively.

    How does SAP calculate emissions for its cloud products?

    SAP calculates emissions based on the electrical consumption of physical and virtual servers, using a bottom-up energy model that considers CPU utilization, memory allocation, and power usage effectiveness.

    What are the benefits of using activity-based emissions data?

    Activity-based emissions data offers a granular view of emissions, enabling customers to pinpoint where emissions concentrate and identify specific reduction levers at the product and deployment level.

    How does SAP ensure the accuracy of its emissions data?

    SAP's methodology is aligned with the GHG Protocol ICT Sector Guidance and is developed in collaboration with customers and cloud infrastructure experts to ensure credibility and relevance.

    What future developments can customers expect from SAP regarding carbon footprint data?

    SAP plans to expand product coverage, enhance data resolution, and integrate carbon data into customer workflows, while also working towards ISO 14067 alignment and reflecting emissions profiles of AI workloads.

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