ReconSphere — Where enterprise data meets intelligence

Validate SAP Data with AI

Upload your master data to find anomalies and automatically fix formatting, typos, and SAP rule violations before migration.

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Uses Google Gemini to intelligently suggest highly accurate corrections for unstructured typos and casing issues.

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Strict validation against core S/4HANA rules (MARA, LFA1, KNA1) ensuring zero errors upon BDC migration.

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Scalable, responsive backend designed to seamlessly connect with Azure Blob Storage for enterprise workloads.

Drop your SAP migration file here

Max 25 MB · CSV, XLSX, XLS · All data stays local

Try with sample data — vendor master with intentional migration errors pre-loaded

XLS

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Uploading…

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— errors — AI-suggested — total

← swipe table →

#	Vendor name	Vendor code	Country	Payment terms	Bank key (IFSC)	GST / Tax no.	Postal code	Currency	Status

AI review assistant

No row selected

Click any flagged row in the table above to begin

Total rows

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Clean rows

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Fixable rows

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Skipped

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XLS

Download corrected Excel

All accepted fixes applied — ready for SAP BDC upload

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Push to Azure Blob Storage

SAS-secured — direct to your migration container

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PDF

Download audit report

Full change log with AI rationale — every fix documented

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CSV

Export skipped rows only

Rows needing direct correction inside SAP

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