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Business areas and use cases

Where we can add value

Each area has a page covering the common problem, proposed approach, involved systems and capabilities, deliverables, and potential connection with AI Decision Agents.

Specialized pages

Eight functional and cross-cutting areas

Select the relevant area to review potential problems, capabilities, and deliverables.

  • Industries · Functional area

    Finance

    Closings, reconciliations, variance analysis, and executive reporting designed around source traceability and assisted workflows.

    Systems and capabilities

    • SAP FI
    • SAP CO
    • Bank integrations
    • Reporting
    • Reconciliation rules
    • Approval workflows
    Open Finance

  • Industries · Functional area

    Operations

    Current process-status views, business-rule alerts, and assisted automation for the operational team.

    Systems and capabilities

    • Operational systems
    • ERP
    • Internal APIs
    • Alerting
    • Workflow engines
    • Monitoring
    Open Operations

  • Industries · Functional area

    HR / Payroll

    Headcount, absences, organizational structure, and master-data validation across SAP HCM and SuccessFactors — with traceability per change.

    Systems and capabilities

    • SAP HCM
    • SuccessFactors
    • Master data
    • Workflows
    • Reporting
    • Identity / SSO
    Open HR / Payroll

  • Industries · Functional area

    Executive Reporting

    Executive dashboards and KPIs designed with traceability from each agreed definition to its authorized source.

    Systems and capabilities

    • Power BI
    • Tableau
    • Looker Studio
    • Semantic layer
    • Lineage
    • Data governance
    Open Executive Reporting

  • Industries · Cross-cutting capability

    SAP Integrations

    Fragile interfaces, failing IDocs, and SAP changes that break downstream systems — addressed with versioned contracts, monitoring, and reprocessing.

    Systems and capabilities

    • RFC
    • IDocs
    • BAPIs
    • Boomi
    • HCI / CPI
    • PI / PO
    Open SAP Integrations

  • Industries · Cross-cutting capability

    Process Automation

    Recurring closings, reconciliations, and reports moved out of email and Excel — into assisted flows with explicit human checkpoints.

    Systems and capabilities

    • Workflow engines
    • Business rules
    • Approval flows
    • Audit log
    • RAG
    • ML decision support
    Open Process Automation

  • Industries · Cross-cutting capability

    Internal Support

    Helpdesk over internal documentation, ITSM with Solution Manager, and structured escalation — replacing tribal knowledge with auditable support.

    Systems and capabilities

    • ITSM
    • SAP Solution Manager
    • Change Management
    • Test Management
    • Documentation
    • RAG
    Open Internal Support

  • Industries · Cross-cutting capability

    Data Governance

    Common dictionary, versioned quality rules, and end-to-end traceability — so the leadership team sees consistent numbers and an auditor can follow them all the way down.

    Systems and capabilities

    • Common dictionary
    • Quality rules
    • Lineage
    • Semantic layer
    • Master-data management
    • Reporting
    Open Data Governance

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01Problem and context

02Scope and first evidence

03Evolution path