SAP S/4HANA Explore Workshop
From workshop discussion to change clarity.
Compare the As-Is and To-Be sales process, review the evidence-backed impacts, and hand accepted changes to OCM as owned actions through deployment and hypercare.
Email, spreadsheets, and separate checks become one exception-driven SAP flow.
Evidence links every impact to workshop statements and synthetic reference context.
One bounded workflow
From AI draft to validated change.
The agent proposes. The Business Process Owner reviews. OCM owns the action plan and explicitly advances the lifecycle.
Workshop input
AI impacts
Business review
OCM actions
Deployment readiness
Hypercare validation
The process shift
Today versus future
A familiar order-entry scenario makes the change concrete in under thirty seconds.
Today
- Customer order arrives by email
- Pricing checked in a spreadsheet
- Availability and credit checked manually
- Discount approved through email
- Order entered in a legacy ERP
Future in SAP
- Order processed in SAP S/4HANA
- Pricing determined automatically
- Availability and credit checked
- Exceptions routed for approval
- Status visible in one place
A reviewable deliverable
One assessment. Eight dimensions.
The result is a consulting-style report with deterministic checks and business-owner controls—not a chat transcript.
Structured output
A strict shared schema keeps every report section complete and exportable.
Live Qwen API
Server-side model calls propose impacts without exposing credentials or private reasoning.
MCP context and tools
A separate standards-based server supplies synthetic reference context and validation.
Bounded validation loop
Code recalculates severity, resolves evidence, and stops after at most six steps.