Transforming SAP Migrations with Alteryx and DVW Analytics: Fast, Accurate, Repeatable Workflows

​SAP data migrations are some of the most complex activities an organisation can undertake. From multiple mock migrations to understanding every transformation applied to the data, teams need tools that deliver accuracy, transparency, and repeatability at scale. When SAP landscapes change, whether through upgrades, moves to SAP S/4HANA, or restructuring, migration teams require a solution that integrates seamlessly, supports automation, and lets both IT and business users collaborate through clear, visual workflows.

​This is exactly where Alteryx and the DVW Alteryx Connector for SAP work together to transform the migration process.

​The Challenge: Complex SAP Migrations Require Repeatability and Clarity

SAP migrations involve numerous moving parts:

• ​Multiple mock runs with validated, consistent results
• Transformations that are easy to understand and replicate
• Automated processes that eliminate manual error
• Clear reconciliation of differences between systems

​Traditional methods often rely on manually comparing spreadsheets, writing custom code, or stitching together tools not built for SAP integration - all of which introduces risk.

SAP teams need a way to simplify extraction, transformation, validation, and reconciliation, without sacrificing the depth and control required for enterprise systems.

The Solution: Accelerating Migration Projects with Alteryx and DVW Analytics

​Alteryx has long been recognised for its flexibility and ability to build repeatable workflows. When combined with the DVW Alteryx Connector for SAP, teams gain the ability to read from and write back to almost any SAP object and perform migrations far more efficiently.

What DVW Adds to Alteryx

• Instant SAP integration: Connect to SAP systems in minutes not weeks.
• Universal object access: Extract tables, transactions, documents, and more.
• Write-back support: Push data into SAP using BAPIs, IDocs, OData, or RPA.
• Visual workflows: Make transformations transparent and easy for both IT and business stakeholders.

​This combination gives teams a fully governed, fully auditable workflow engine tailored for SAP migration success.

Walkthrough: Using DVW Tools to Reconcile SAP ECC and SAP S/4HANA

One of the biggest challenges in any SAP migration is reconciliation—confirming that values match between the source and target systems.
Using the DVW Reconciliation tool within Alteryx, teams can:
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1. Connect to both SAP ECC and SAP S/4HANA simultaneously
2. Extract table content in parallel
3. Compare differences instantly—no complex joins or filters required

The tool highlights:

• Records only in the source system
• Records only in the target system
• Records with field-level differences

In the example shown in the demo recording, 228 records existed only in the source system, 53 existed only in the target, and the join anchor displayed field-level mismatches such as decimal inconsistencies for units of measure.
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This gives teams immediate insight into configuration issues that could block migration readiness.

Automated Reporting and KPI Tracking

With built-in Alteryx reporting tools, teams can automatically email validation summaries to data owners thus ensuring issues are assigned, tracked, and resolved quickly.
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Beyond reconciliation, DVW and Alteryx enable KPI tracking within the same workflow, including:

• Record counts
• Transformation quality
• Runtime benchmarks
• Volume changes
• Progress against migration milestones

​These insights help project teams identify early blockers and maintain confidence in migration readiness.

The Benefits: Faster, Clearer, More Reliable SAP Migrations

Using the DVW Alteryx Connector for SAP gives organisations the power to:

• Accelerate data migration timelines
• Improve transparency across all transformation steps
• Automate key tasks and reduce manual rework
• Strengthen auditability and compliance
• Bring IT and business teams together through visual workflows
• Deliver consistent migration outcomes across every mock run

​This is SAP integration made simple, robust, and scalable.

Conclusion: Modernise Your SAP Migration Process

Fast, accurate, repeatable migrations are possible when your workflows integrate seamlessly with SAP and support automation at every stage. Alteryx, combined with DVW Analytics, gives your teams the visibility, repeatability, and control they need to deliver flawless SAP migration projects.

Start transforming your SAP migration workflows today. Begin your free trial of the DVW Alteryx Connector for SAP.