Abstract enterprise AI and agent network surrounded by rings of governance

09SAP R&D AND ARTIFICIAL INTELLIGENCE

R&D and Artificial Intelligence

With SAP Joule, Claude, n8n and MCP we design enterprise AI scenarios that understand business context and work within the limits of security, human approval and traceability.

OUTCOMES FIRST

Business outcomes

  1. 01

    AI with business context

    Controlled help grounded in SAP process, data and role context instead of generic answers.

  2. 02

    Governed automation

    Permissions, approval, logging, error limits and rollback designed into agent actions.

  3. 03

    Fast experiments, safe scale

    We prove business value with small PoCs and build production controls step by step.

OVERVIEW

Scope and approach

An enterprise AI application has to understand SAP data and process context, act with the right permissions, explain what it does and wait for human approval when needed.

SAP plans, together with Anthropic, to bring Claude into the SAP Business AI Platform and the Joule ecosystem, and has a collaboration that positions n8n inside Joule Studio for visual workflow orchestration. We turn both into scenarios our customers can put to work. SAP is the party to these collaborations; they do not imply a partnership between Negzel and these companies.

We design MCP-based tool access, n8n workflows and SAP Joule interactions around identity, permissions, data minimisation, logging and human approval. Value and risk are first proven in a limited PoC; the production standard is built after that.

FOCUS

What do we solve?

  1. Stuck between PoC and production

    We put the value measure, data access, ownership and production controls into the first design.

  2. Uncontrolled tool access

    We set least privilege, approved tools and clear approval limits for MCP servers and n8n flows.

  3. Decisions no one can explain

    We tie input, context, tool calls, results and human approval into an auditable chain of records.

WHAT WE OFFER

Capabilities and scope

  1. SAP Joule scenarios

    Help, summaries, suggestions and controlled actions in the context of role and process.

  2. Reasoning with Claude

    Handling complex business tasks with rule-based tool use and security limits.

  3. n8n orchestration

    Visual, traceable agent and automation flows between SAP and surrounding systems.

  4. MCP integration

    Discovering, calling and authorising tools through standard contracts.

  5. Agent security

    Identity, least privilege, data protection, human approval and rollback patterns.

  6. AI governance

    Usage policy, risk class, quality evaluation and lifecycle tracking.

EXAMPLES IN SAP PROCESSES

Where does SAP Business AI work in your processes?

SAP Business AI has three parts: Joule and Joule agents, AI embedded inside the applications, and the AI Foundation on SAP BTP underneath them. Each example below is a capability that exists in SAP’s own products today; our job is to pick the ones that make sense with your data, your licences and your approval flow.

Most of these capabilities need a separate licence or AI units and depend on the product release: job description generation in SuccessFactors is switched on with an AI units licence. Creating purchase requisitions with Joule comes ready in SAP S/4HANA Cloud Public Edition (new name: SAP Cloud ERP). In SAP S/4HANA Cloud Private Edition (new name: SAP Cloud ERP Private) it is supported from release 2021. Before a PoC we check together whether the scenario is covered by your current contract and system.

Examples by area

AreaExampleOn the SAP side
FinanceMatching incoming bank payments to open receivables, with a machine learning proposal for items the rules cannot clearSAP Cash Application
PlanningDemand forecasts that use external factors such as price and weather alongside sales historySAP IBP, gradient boosting algorithm
ProcurementCreating a purchase requisition by typing to Joule; items missing from the system are entered as free textJoule; SAP S/4HANA Cloud Public and Private Edition
Human resourcesGenerating a job description from the requisition fields and improving an existing oneSAP SuccessFactors Recruiting
Customer serviceSummarising a case history, drafting an email reply and assigning the case to a categorySAP Service Cloud Version 2

Examples are taken from SAP product documentation; scope and licensing depend on the product release.

  • Joule: a natural-language assistant embedded in many SAP cloud applications that knows the user’s role and permissions; it answers questions, summarises and starts transactions.
  • Joule agents: agents that carry out work spanning several steps and systems; SAP announced the first agents in October 2024.
  • Embedded scenarios: suggestions that run inside the application without the user writing a prompt, such as payment matching and case classification.
  • SAP Document AI (formerly Document Information Extraction): an SAP BTP service that reads data from invoices, purchase orders, payment advices and delivery notes; results are validated before they feed critical work.
  • Generative AI Hub: governed access, in one place on SAP AI Core, to large language models from different providers; the basis for company-specific scenarios.

METHOD

How we work

  1. 01

    Choose the scenario

    We pick work with high repetition, clear data, a measurable result and manageable risk.

  2. 02

    Design the limits

    We define data, tools, roles, approvals, logging and failure conditions before production.

  3. 03

    Prove it with a PoC

    With realistic data and users we measure benefit, accuracy, security and operational load.

  4. 04

    Take it to production

    We scale in a controlled way with monitoring, evaluation, versioning, cost and incident management.

COMMON QUESTIONS

Frequently asked questions

Is Negzel a partner of Anthropic or n8n for SAP?

These are collaborations SAP has publicly announced with Anthropic and n8n; they do not imply a partnership between Negzel and these companies. Negzel designs suitable customer scenarios with these technologies.

Does MCP give direct, unlimited access to SAP systems?

No. MCP only standardises the tool contract. Real access has to be limited by identity, role, permitted functions, data scope, approval and logging controls.

How is the first AI scenario chosen?

Pick a process that repeats often, whose result can be checked, whose data is accessible and whose errors have a manageable impact. The PoC's business value and security criteria are defined at the start.

THE COMPLETE JOURNEY

Other areas of expertise

Quick access

SAP module consulting

We provide consulting across SAP modules, from finance to manufacturing and from integration to data.

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Finance8
Human resources3
Logistics11
Manufacturing7
Projects and engineering2
Platform and development4
Integration2
Data and control3