#1 SAP Migration Testing Automation Tool

★★★★★

5.0

Capterra

★★★★★

4.7/5

SAP Migrations Succeed When the Data Is Certified.

iceDQ automates end-to-end SAP migration testing to eliminate data inconsistencies and cut testing time by 70%. Validate row counts, key fields, delta loads, and referential integrity across SAP ECC, S/4HANA, SAP BW, and BW/4HANA - with full volume testing, native ABAP and RFC connectivity, and no sampling.

Trusted by Fortune 500 companies

Why Choose iceDQ?

Cut SAP migration time by 70% while eliminating data inconsistencies.

Native SAP Connectivity

Connect directly to SAP ECC, S/4HANA, SAP BW, and BW/4HANA using RFC-based interfaces, ABAP queries, BAPI, and JDBC drivers. Full support for CDS Views - no file extraction, no middleware, no workarounds.

Full Volume Migration Testing

Compare record counts, individual records, and every field value across your SAP migration - with no sampling. iceDQ certifies migration accuracy at full data volume, detecting errors that 5-10% spot-checks miss entirely.

Delta and Incremental Load Validation

Validate delta load correctness automatically - detecting missing records, extra records, incorrect timestamps, and partial loads across every SAP migration wave before they compound into go-live failures.

Referential Integrity Checks

Validate master-transaction relationships and ensure data consistency across SAP modules - FI/CO, SD, MM, PP, and HR. Catch orphaned records, broken foreign keys, and cross-module data mismatches before cutover.

Auto-Rule Generation for SAP Tables

Automatically generate testing rules across thousands of SAP tables and columns in hours using iceDQ's AI rules engine. Identify defects at the record and field level - covering completeness, data types, transformation logic, and business rules with minimal manual setup.

Cross-Platform Reconciliation

Reconcile SAP data with other on-premise applications, cloud databases, and flat files using 150+ connectors. Validate SAP migrations to Snowflake, Azure Synapse, Databricks, Redshift, and more - in any combination of source and target.

Native SAP Platform Support

Direct SAP connectivity built in - no middleware, no file extraction, no third-party tools required.

ABAP Query Support

RFC and BAPI Connectivity

CDS View Support

SAP HANA Native SQL

SAP BW InfoObjects and InfoProviders

SAP S/4HANA APIs

Delta and Incremental Load Validation

FI/CO, SD, MM, PP Module Support

Master Data and Transaction Validation

JDBC Driver Connectivity

SAP ECC to S/4HANA Migration

BW to BW/4HANA Migration

Out-of-Box Checks

Accelerate SAP Migration Testing with Prebuilt Data Reliability Checks

Custom

Complex conditions using custom expressions

Completeness

Validates for NULLs, spaces, or empty values

Contains

Verifies attribute contains only specified values

Datatype

Checks if value can be cast to a specific type

Range

Ensures values fall within a specified range

Date

Validates strings against selected date formats

Pattern

Matches values against a regular expression

Duplicate

Detects duplicates across one or more attributes

Length

Checks the length of each attribute value

Reconciliation

Cross-system record matching and validation

Features

Easy, Low-Code/No-Code Testing

Automate SAP migration test generation with minimal effort
Powerful scripting for complex SAP data validation scenarios, with rule-based validation and reconciliation

High-Performance, Scalable Testing

Achieve million-record-per-second SAP migration testing speeds
Flexible deployment on-prem or in the cloud with parallel and cluster processing

Seamless Connectivity and Integration

Connect to SAP and 150+ databases, cloud platforms, and file sources, cloud systems, and file sources
Integrate seamlessly with test case management and ticketing systems

Accelerate DataOps with API-First Design

Fully compatible with CI/CD pipelines
Automate SAP migration regression testing and enable end-to-end validation for DataOps

Benefits

See the transformation iceDQ delivers across real SAP migration projects

SAP Objects Validated

3,000

↓

5,000

67% more coverage

Test Automation Level

10% - 20%

↓

95%

~5x improvement

SAP Migration Coverage

Less than 80%

↓

100%

Full coverage achieved

SAP Testing Timeline

24 Months

↓

5 Months

79% faster delivery

Testing Team Size

10 People

↓

5 People

50% team reduction

SAP Regression Cycles

3 Months

↓

1 Month

3x faster cycles

Trusted by Industry Leaders

We have standardized iceDQ for all our cloud migration.

Senior Director of Advanced Analytics,
Albertsons

We probably saved 5,000 hours ($500,000) on the Data Migration Project.

Head of Quality Assurance,
PepsiCo

BMC was able to achieve 100% test coverage after iceDQ implementation.

Director of Business Analytics,
BMC Software

RuleGen utility helped Pfizer reduce the duration of IT testing from 24 months to 2 months.

Head of Data Governance,
Pfizer

iceDQ has enabled testers to keep up with the pace of developers and reduced the testing time by half.

Director of Quality Assurance,
HealthFirst

Not only did we achieve near perfect quality, but we also saved time and money on the project.

Director of Quality Engineering,
Cencora

Built-In Functionalities

Parameterization

Rules Wizard

SAP Migration Validation

Data Monitoring

Built-In Scheduler

User-Defined Function

Flat File Testing

SAP HANA Migration Testing

Reporting and Analytics

Security - LDAP and SSO

Query Designer

Regression Testing

Salesforce Migration Testing

Alerts and Notifications

Integrated Key Vault

Ready to Certify Your SAP Migration Data?

Try it for yourself today

Book a Demo

Frequently Asked Questions

What SAP migration scenarios can iceDQ test?

iceDQ automates testing for all major SAP migration scenarios including SAP ECC to S/4HANA, SAP BW to BW/4HANA, SAP ECC to SAP HANA, legacy ERP to SAP, and SAP to cloud data warehouses (Snowflake, Azure Synapse, Databricks, Redshift). It validates financial data, master data, transaction records, configuration tables, and custom objects across every migration wave with 100% record coverage and no sampling.

How does iceDQ connect to SAP systems natively?

iceDQ connects directly to SAP systems using RFC-based interfaces, ABAP queries, BAPI calls, JDBC drivers, and full CDS View support - with no file extraction, no middleware, and no third-party tools required. This means iceDQ can access SAP data exactly as it exists in the system, test it in real time, and validate across SAP ECC, S/4HANA, SAP BW, BW/4HANA, and SAP HANA environments.

How does iceDQ validate delta and incremental loads in SAP migrations?

iceDQ automatically validates every delta load in your SAP migration - detecting missing records, extra records, incorrect timestamps, and partial loads that compound into data failures at go-live. It reconciles each incremental batch between source and target, tracking cumulative coverage across migration waves and generating detailed exception reports showing exactly which records failed and why.

How does iceDQ handle referential integrity across SAP modules?

iceDQ validates master-transaction relationships and data consistency across all SAP modules - FI/CO, SD, MM, PP, and HR. It detects orphaned records, broken foreign keys, and cross-module data mismatches that arise when financial documents lose their master data references during migration. This is one of the most common and costly SAP migration failure modes - iceDQ catches it before cutover.

How quickly can iceDQ auto-generate validation rules for SAP tables?

iceDQ's AI-driven auto-rule generation scans SAP source and target schemas and generates validation rules across thousands of SAP tables and columns in hours. Rules cover completeness, data types, referential integrity, transformation logic, delta load validation, and reconciliation - and can be reviewed, refined, and reused across migration waves, environments, and SAP landscape changes.

Can iceDQ test SAP data migrations to cloud platforms?

Yes. iceDQ reconciles SAP source data against any cloud target using 150+ native connectors. It validates SAP migrations to Snowflake, Azure Synapse, Databricks, Redshift, BigQuery, and more - performing full attribute-level reconciliation between SAP and cloud at every migration stage, including go-live certification before cutover.

How quickly can we deploy iceDQ for our SAP migration project?

Most organisations complete a proof of concept within 2-4 weeks and full deployment within 30 days. Every iceDQ customer receives a dedicated Forward Deployed Engineer (FDE) for 3 months at no additional cost - who configures the platform to your specific SAP landscape, builds initial test suites, and gets your team validating migration data fast.