deKorvai unifies data quality profiling, ETL transformation, and data masking (scrambling) into a single AI-powered platform — so your data stays accurate, compliant, and migration-ready across every system. No tool sprawl.
deKorvai is a unified data integrity and orchestration platform by Business Core Solutions that combines data quality profiling, ETL, data masking (scrambling), and agentic AI in one product. Enterprises use it for test data management, continuous data quality governance, system consolidation, and SAP S/4HANA migration — replacing four disconnected tools with one.
Trusted on live SAP S/4HANA programs
Connects to your data ecosystem
Organizations struggle with fragmented tools, manual processes, and poor data quality — across test environments, migrations, and day-to-day governance. Migrations like S/4HANA just make it impossible to ignore.
The current reality
The new standard
Replace your fragmented toolchain with a single intelligent platform for data quality, ETL, and data masking.
Out-of-the-box profiling with customizable rules for completeness, accuracy, and consistency. Detect anomalies and drift automatically.
Full and incremental extraction with smart rules. Ready-to-use and DIY transformation functions with optimized loading.
Mask production data for non-prod. GDPR, HIPAA, SOX compliant with field-level control & referential integrity.
AI agents auto-detect issues, suggest transformations, generate DQ rules from natural language.
Continuous monitoring scorecards and execution tracking across every stage of your data pipeline.
100% audit readiness with complete change logs, audit trails, and compliance enforcement built into every operation.
What used to take 4 different tools and months of manual effort now happens in a single, streamlined workflow.
Connect to your SAP ECC, Oracle, SQL Server, or any relational database. Define extraction rules with conditions, filters, and incremental options. deKorvai handles full and delta loads automatically.
Automatically profile your data for completeness, accuracy, and consistency. Detect duplicates, missing mandatory fields, and anomalies before they cause migration failures.
Field mapping + data masking with referential integrity preserved.
Validate transformed data against target system rules before loading. Stage, review, and load with confidence — with complete audit trails for every record.
deKorvai is purpose-built for enterprise transformation programs where data migration is the most critical and complex workstream.
Replace separate tools for extraction, profiling, transformation, scrambling, and loading with a single unified platform that handles every stage of the data pipeline.
AI agents auto-detect data issues, suggest transformation rules, and make smart decisions — reducing manual effort and accelerating your program delivery.
Run SIT/UAT with real production-like data. Field-level scrambling with predefined profiles ensures GDPR, HIPAA, and SOX compliance while keeping data realistic.
Catch duplicates, missing mandatory fields, and data anomalies before migration — not during go-live. Customizable profiling rules replace manual Excel checks.
Reduce migration lead time at every stage and mock cycle. Teams using deKorvai consistently meet aggressive timelines that seemed impossible with manual approaches.
Ready-to-use and DIY transformation functions with smart field mapping. Map source company codes, org structures, and recon accounts to target with ease.
From greenfield implementations to regional roll-outs, deKorvai supports every type of SAP transformation program.
Full data migration from SAP ECC to S/4HANA with automated Business Partner conversion, BP role extension, and vendor/customer linking.
Selective data transition with complex filtering, deduplication, and field-level transformation for master and transactional data.
Rapid data loading from legacy applications to GROW environments, meeting aggressive timelines for cloud-first implementations.
Regional roll-out programs with master and transaction data migration, profiling, and quality checks across multiple entities.
Merge data from multiple SAP and non-SAP systems into a single target with automated deduplication and conflict resolution.
Scramble SAP and non-SAP production data for test environments, enabling realistic testing without compliance risk.
From continuous governance to SAP migrations — deKorvai handles the most complex enterprise data scenarios.
Monitor data quality across your enterprise with real-time scorecards, anomaly detection, and automated profiling that catches issues before they escalate.
Mask production data for SIT/UAT environments, enabling teams to test with realistic data while maintaining GDPR and HIPAA compliance.
Merge data from multiple SAP and non-SAP systems into a single target with automated deduplication, profiling, and conflict resolution — for M&A, carve-outs, and multi-system consolidation.
Migrate master and transactional data from SAP ECC to S/4HANA with automated extraction, transformation, quality validation, and DMC staging — supporting Greenfield, Bluefield, and GROW programs.
See how deKorvai orchestrates the full Business Partner migration from SAP ECC to S/4HANA — the most complex workstream in any transformation program.
50,000+ vendor records across multiple company codes and purchasing organizations, migrated with automated extraction rules, profiling, transformation, and loading into DMC staging tables.
Rule-based extraction of vendor address, tax, bank, company code, and purchasing org data. Auto-exclude blocked or flagged vendors.
Validate company codes, detect duplicates, and check mandatory fields. Invalid records routed to owners automatically.
Map source company codes, purchasing orgs, and recon accounts to target. Extend BP roles and link vendor numbers.
Pre-load validation against S/4HANA rules. Only clean, profiled data proceeds to DMC staging tables.
Direct load into DMC staging tables with simulation runs. 95%+ first-pass rate in DMC migration.
Read the full technical walkthrough of this BP migration scenario.
Read Full Story120,000+ material master records across multiple plants and storage locations, scanned with AI-powered fuzzy matching to detect near-duplicates — clustered, reviewed, and cleansed across both master and transactional data.
| Material # | Description | Plant |
|---|---|---|
| 100001 | Hexagonal Bolt M10x50 SS304 | 1000 |
| 100247 | Hex Bolt M10 x 50mm Stainless Steel 304 | 1000 |
| 100512 | Hex. Bolt M10*50 SS-304 | 2000 |
| 100089 | Bearing Ball 6205-2RS SKF | 1000 |
| 100634 | SKF Ball Bearing 6205 2RS | 2000 |
Same materials created with slight variations in description, abbreviation, and formatting — causing duplicate POs, inflated stock, and mismatched pricing.
| Golden ID | Description | Merged From | Match % |
|---|---|---|---|
| 100001 | Hexagonal Bolt M10x50 SS304 | 100247, 100512 | 94.2% |
| 100089 | Bearing Ball 6205-2RS SKF | 100634 | 91.7% |
Golden records retained, duplicates merged. All linked sales orders & purchase orders automatically re-pointed to the surviving record.
Extract material master records from SAP tables (MARA, MAKT, MARC). Normalize descriptions, remove noise characters, and tokenize for comparison.
Apply fuzzy algorithms — Levenshtein distance, Jaro-Winkler, and phonetic encoding — to score similarity across description, material group, and UoM.
Group matched records into duplicate clusters with confidence scores. Flag high-confidence auto-merge candidates and route borderline cases for review.
Data stewards review clusters via approval workflow. Accept, reject, or override merge decisions. Full audit trail for every action taken.
Merge duplicates into golden records. Auto-update sales orders, purchase orders, and inventory docs to reference the surviving master record.
Read the full technical deep-dive on fuzzy duplicate detection in SAP master data.
Read Full Story“We used deKorvai in the S/4HANA Roll-out program for US to migrate the master and transaction data along with profiling which helped to reduce significant amount of effort in data migration.”
“We used deKorvai in the S/4HANA Grow program to load the data from legacy applications to the GROW applications which helped to not exceed the 3 months target that we had in hand while starting the program.”
“Coromandel International uses deKorvai for scrambling their SAP and non-SAP applications, ensuring compliant test environments across their entire enterprise landscape.”
“The world's #2 brewer uses deKorvai for scrambling their non-SAP applications, enabling teams to work with production-like data while maintaining full regulatory compliance.”
Insights from the Business Core Solutions team on data quality, SAP transformation, and the future of enterprise AI.
BCS at ALM Summit North America 2026 — presenting on SAP ALM and agentic operations.
Presentations on identity governance and agentic access management.
Connecting with SAP partners and customers across the APAC region.
Presentations on agentic enterprise operations and SAP transformation.
View all eventsBook a personalized demo and see how deKorvai can simplify your next data migration, improve data quality, and accelerate your transformation program.
With offices spanning Europe, the Americas, Asia, and Australia, we deliver follow-the-sun support for enterprise transformation programs.
Netherlands
HeadquartersUnited States
AmericasUnited Kingdom
UK & IrelandGermany
DACH RegionIndia
Engineering HubAustralia
APAC