Where Is My Stuff? — Joule’s First Industry Release Brings AI-Driven Insight to Oil and Gas Upstream

Estimated read time 9 min read

The oil and gas domain has historically been one of the most stable but also conservative areas of enterprise architecture. Over multiple decades, SAP customers have evolved from custom ABAP solutions to standardized S/4HANA objects, Fiori applications, and integrated complex logistics planning and processes. While this has driven consistency and transactional efficiency, the core decision-making mechanisms in field logistics remained predominantly human-driven with, manual validation, and the experience of field and personnel.

SAP Field Logistics is a solution built on SAP S/4HANA. It is available on both S/4HANA private cloud and public cloud.  This solution enables customers leverage best in class industry practices to manage the logistics movement of their own- and third-party items between their supply and demand plants. 

We are happy to announce that in May 2025, we at SAP introduced a landmark innovation:

the very first Joule-enabled capability across all industries, delivered specifically within SAP Upstream Field Logistics.

This early release is subtle in scope but monumental in strategic significance. It marks the beginning of Field Logistics evolution from traditional business processes to a future where core FL operations become deeply AI-driven through Joule.

A Strategic First Step: Joule’s Inventory Insights for FL

The initial capability released in May focuses on a read-only non-stock inventory scenario, allowing users to retrieve consolidated product and equipment visibility through natural language and gives the latest milestone of its lifecycle to help to know where the equipment is located. Even though this first use case is intentionally controlled, it is designed as the foundation for a multi-release future where Joule will perform full field logistics (FL) transactions end-to-end.

SAP’s intention is clear:

Start small, prove value, ensure reliability, and then scale AI-driven operations across the entire upstream lifecycle.

This first release demonstrates Joule’s ability to:

Understand Field Logistics terminology in 50 different languagesInterpret users queries through Natural Language Processing and provide contextual answers instantlyDisplay list of products along with relevant information’s like plant, Purchase order, different quantities etcNavigate to Manage logistics application from Joule to get a wholistic view

While simple on the surface, the underlying architecture sets the stage for powerful, future-ready logistics automation.

What This Means for Customers

 Faster, simpler access to operational intelligence

Users can ask Joule questions in natural language — no need to navigate complex screens or interpret multiple reports.

Immediate visibility where it matters most

Inventory and material readiness have direct impact on non-productive time.

A future-proof foundation for autonomous logistics

This first release is intentionally scoped — but designed for expansion into item receival, returns process, and more.

A clear step toward an “AI co-pilot” for upstream operations

Joule is not just a search tool. It is the beginning of a more intelligent, proactive, and predictive logistics environment.

Technical Highlights Behind the Scenes

While the customer experience focuses on simplicity, the technical implementation is sophisticated:

Flow Diagram

1. Semantic Understanding of FL and S/4HANA Operational Objects

Joule interprets upstream-specific structures such as:

Field Logistics itemsPO, GR, Open and Return quantityLatest MilestoneNon-stock Inventory availability data

This domain-awareness is what enables Joule to deliver precise, contextual answers.

2. Natural Language → CDS Query Generation

Joule automatically translates plain language into data retrieval operations using:

CDS consumption viewsFL OData APIs

This eliminates the need for custom queries or separate analytical tool.

Functionality:

Do follow the below link to understand about Joule and how to access the same in a Private Cloud system.

https://community.sap.com/t5/enterprise-resource-planning-blog-posts-by-sap/joule-for-sap-s-4hana-cloud-private-edition-a-comprehensive-setup-guide/ba-p/13786453

Once you login to your Fiori system as a Supply Chain Analyst persona and click on the Joule icon at the top, all the capabilities that are part of your user role will be available. Users also can click on helpful conversation starters instead of asking a question.

Certain mandatory parameters are needed to process the user utterance, for our capability the item number/ description must be provided. Additionally, optional parameters like plant could also be provided to narrow down the search results.

Joule displays a list of items that are relevant for your search along with some important fields such as PO and item, Latest Milestone.

You can click on each entry which would take you to a detail view wherein additional fields such as Order and various quantities can be viewed.

Also, there is a button at the bottom which can be used to Navigate to Manage Logistics application that filters the data already entered by the user.

 

Customer-Focused Future Roadmap

SAP has already signalled a multi-release roadmap to expand Joule’s Oil and Gas capabilities beyond visibility into actionable intelligence and automated logistics execution.

The Future Vision

This progression reflects SAP’s commitment to controlled, safe, value-driven rollout of Joule capabilities to field logistics operations.

Conclusion: A Small Release with a Massive Strategic Horizon

The May 2025 Joule capability for FL may be limited to inventory visibility, but it represents:

The first-ever Joule release across industriesThe foundation of AI-enriched S/4HANA FL operationsThe beginning of SAP’s broader AI transformation across line-of-business functions

Customers leveraging this early capability are not just gaining a new feature—they are positioning themselves at the frontline of an industry-wide shift, where SAP systems evolve from transactional engines to intelligent co-pilots for complex field logistics operations.

 

​ The oil and gas domain has historically been one of the most stable but also conservative areas of enterprise architecture. Over multiple decades, SAP customers have evolved from custom ABAP solutions to standardized S/4HANA objects, Fiori applications, and integrated complex logistics planning and processes. While this has driven consistency and transactional efficiency, the core decision-making mechanisms in field logistics remained predominantly human-driven with, manual validation, and the experience of field and personnel.SAP Field Logistics is a solution built on SAP S/4HANA. It is available on both S/4HANA private cloud and public cloud.  This solution enables customers leverage best in class industry practices to manage the logistics movement of their own- and third-party items between their supply and demand plants. We are happy to announce that in May 2025, we at SAP introduced a landmark innovation:the very first Joule-enabled capability across all industries, delivered specifically within SAP Upstream Field Logistics.This early release is subtle in scope but monumental in strategic significance. It marks the beginning of Field Logistics evolution from traditional business processes to a future where core FL operations become deeply AI-driven through Joule.A Strategic First Step: Joule’s Inventory Insights for FLThe initial capability released in May focuses on a read-only non-stock inventory scenario, allowing users to retrieve consolidated product and equipment visibility through natural language and gives the latest milestone of its lifecycle to help to know where the equipment is located. Even though this first use case is intentionally controlled, it is designed as the foundation for a multi-release future where Joule will perform full field logistics (FL) transactions end-to-end.SAP’s intention is clear:Start small, prove value, ensure reliability, and then scale AI-driven operations across the entire upstream lifecycle.This first release demonstrates Joule’s ability to:Understand Field Logistics terminology in 50 different languagesInterpret users queries through Natural Language Processing and provide contextual answers instantlyDisplay list of products along with relevant information’s like plant, Purchase order, different quantities etcNavigate to Manage logistics application from Joule to get a wholistic viewWhile simple on the surface, the underlying architecture sets the stage for powerful, future-ready logistics automation.What This Means for Customers Faster, simpler access to operational intelligenceUsers can ask Joule questions in natural language — no need to navigate complex screens or interpret multiple reports.Immediate visibility where it matters mostInventory and material readiness have direct impact on non-productive time.A future-proof foundation for autonomous logisticsThis first release is intentionally scoped — but designed for expansion into item receival, returns process, and more.A clear step toward an “AI co-pilot” for upstream operationsJoule is not just a search tool. It is the beginning of a more intelligent, proactive, and predictive logistics environment.Technical Highlights Behind the ScenesWhile the customer experience focuses on simplicity, the technical implementation is sophisticated:Flow Diagram1. Semantic Understanding of FL and S/4HANA Operational ObjectsJoule interprets upstream-specific structures such as:Field Logistics itemsPO, GR, Open and Return quantityLatest MilestoneNon-stock Inventory availability dataThis domain-awareness is what enables Joule to deliver precise, contextual answers.2. Natural Language → CDS Query GenerationJoule automatically translates plain language into data retrieval operations using:CDS consumption viewsFL OData APIsThis eliminates the need for custom queries or separate analytical tool.Functionality:Do follow the below link to understand about Joule and how to access the same in a Private Cloud system.https://community.sap.com/t5/enterprise-resource-planning-blog-posts-by-sap/joule-for-sap-s-4hana-cloud-private-edition-a-comprehensive-setup-guide/ba-p/13786453Once you login to your Fiori system as a Supply Chain Analyst persona and click on the Joule icon at the top, all the capabilities that are part of your user role will be available. Users also can click on helpful conversation starters instead of asking a question.Certain mandatory parameters are needed to process the user utterance, for our capability the item number/ description must be provided. Additionally, optional parameters like plant could also be provided to narrow down the search results.Joule displays a list of items that are relevant for your search along with some important fields such as PO and item, Latest Milestone.You can click on each entry which would take you to a detail view wherein additional fields such as Order and various quantities can be viewed.Also, there is a button at the bottom which can be used to Navigate to Manage Logistics application that filters the data already entered by the user. Customer-Focused Future RoadmapSAP has already signalled a multi-release roadmap to expand Joule’s Oil and Gas capabilities beyond visibility into actionable intelligence and automated logistics execution.The Future VisionThis progression reflects SAP’s commitment to controlled, safe, value-driven rollout of Joule capabilities to field logistics operations.Conclusion: A Small Release with a Massive Strategic HorizonThe May 2025 Joule capability for FL may be limited to inventory visibility, but it represents:The first-ever Joule release across industriesThe foundation of AI-enriched S/4HANA FL operationsThe beginning of SAP’s broader AI transformation across line-of-business functionsCustomers leveraging this early capability are not just gaining a new feature—they are positioning themselves at the frontline of an industry-wide shift, where SAP systems evolve from transactional engines to intelligent co-pilots for complex field logistics operations.   Read More Technology Blog Posts by SAP articles 

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