#1 System Migration Testing Automation Tool

G2
★★★★★
5.0
Capterra
★★★★★
4.7/5

Migrate with Confidence. Test Everything First.

iceDQ automates system migration testing across any platform. Validate data between legacy systems, SAP, Salesforce, ERP, CRM, databases, and cloud applications. Reconcile billions of records across 150+ connectors with no sampling and no manual effort - ensuring every migration goes live with fully certified data.

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Trusted by Fortune 500 companies

altruist Paccar rx sense castell pepsi anthem BCBA - LA liberty mutual logo-spglobal LMI health first bmc credit suisse marriot Etrade Morgan Stanley altruist Paccar rx sense castell pepsi anthem BCBA - LA liberty mutual logo-spglobal LMI health first bmc credit suisse marriot Etrade Morgan Stanley

Why Choose iceDQ?

End-to-end system migration testing automation designed for SAP, Salesforce, ERP, CRM, and cloud migrations.

SAP and ERP Migration Testing

Native SAP connectivity via ABAP queries, RFC, and BAPI - no file extraction required. Validate SAP ECC to S/4HANA, SAP HANA, and SAP BW migrations with full source-to-target reconciliation across financial data, master data, transaction records, and custom objects with 100% record coverage.

Salesforce and CRM Migration Testing

Native Salesforce connectivity via SOQL queries, REST/SOAP APIs, and Bulk API 2.0 for large-scale validation. Migrate from legacy CRM to Salesforce or between Salesforce orgs with automated reconciliation of every Account, Contact, Opportunity, and custom object - catching field mapping failures and missing relationships before go-live.

Cutover Validation and Go-Live Certification

Run a full source-to-target reconciliation immediately before and after cutover - confirming 100% of records migrated correctly with no data loss or corruption. iceDQ produces audit-ready certification reports giving your team and stakeholders the evidence needed to sign off on go-live.

CI/CD and DataOps Integration

Trigger automated migration regression testing in your CI/CD pipeline using API-first design. Connect with Jenkins, Git, and Azure DevOps - catching data failures on every migration wave before they compound into larger cutover issues.

Auto-Rule Generation Across Any System

Automatically generate migration validation rules across thousands of tables, objects, and columns in hours. iceDQ's AI rules engine covers completeness, data types, referential integrity, transformation logic, duplicates, and reconciliation - for any source and target system combination.

Reusable Migration Test Suites

Reuse migration test cases across Dev, QA, UAT, and production cutover environments. Standardize validation across migration waves and accelerate regression testing cycles - so every wave benefits from the rules built in the first.

Native Platform Support

Direct connectivity to SAP and Salesforce - no middleware, no file extraction, no workarounds.

SAP Native
ABAP Query Support
RFC and BAPI Connectivity
SAP HANA Native SQL
SAP BW InfoObjects and InfoProviders
SAP S/4HANA APIs
Direct SAP System Access - No File Extraction
Salesforce Native
SOQL Query Support
Salesforce REST and SOAP APIs
Bulk API 2.0 for Large-Scale Validation
Custom Objects and Custom Metadata
Salesforce Custom Settings
Sandbox to Production Validation

Out-of-Box Checks

Accelerate 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
Database Testing Automation Tool

Features

Easy, Low-Code/No-Code Testing

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

High-Performance, Scalable Testing

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

Seamless Connectivity and Integration

  • Connect to over 150 systems including SAP, Salesforce, ERP, CRM, databases, and cloud platforms, 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 migration regression testing and enable end-to-end validation across every migration wave

Benefits

See the transformation iceDQ delivers across real migration projects

Migration Objects Validated
3,000
↓
5,000
67% more coverage
Test Automation Level
10% - 20%
↓
95%
~5x improvement
Migration Test Coverage
Less than 80%
↓
100%
Full coverage achieved
Migration Testing Timeline
24 Months
↓
5 Months
79% faster delivery
Testing Team Size
10 People
↓
5 People
50% team reduction
Migration 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
System 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 Migrate with Complete Confidence?

Try it for yourself today
Book a Demo

Frequently Asked Questions

What types of system migrations can iceDQ test?
iceDQ automates testing for all major system migration types including SAP migrations (SAP ECC to S/4HANA, SAP to cloud), Salesforce migrations (legacy CRM to Salesforce, Salesforce org merges), ERP migrations, CRM migrations, database-to-cloud migrations, and legacy system modernisation projects. It supports 150+ native connectors covering any combination of source and target system - on-premises, cloud, or hybrid.
How does iceDQ validate SAP migration data?
iceDQ validates SAP migrations at the attribute level across every record - checking financial data, master data, transaction records, custom objects, and configuration tables between source and target SAP environments. It performs full source-to-target reconciliation covering row counts, field-level values, referential integrity, and business rule conformity - detecting mapping errors, truncation issues, and transformation failures before go-live.
How does iceDQ handle Salesforce migration testing?
iceDQ validates every Salesforce object - standard objects (Accounts, Contacts, Opportunities, Leads, Cases) and custom objects - reconciling source CRM data against Salesforce at the attribute level. It catches deduplication errors, missing lookup relationships, field mapping failures, and data type mismatches. For Salesforce org merges and sandbox-to-production moves, iceDQ provides full coverage validation and audit-ready reconciliation reports.
How does iceDQ support cutover validation and go-live certification?
iceDQ runs a full source-to-target reconciliation immediately before and after cutover, confirming 100% of records migrated correctly with no data loss or corruption in transit. It produces audit-ready certification reports documenting test coverage, pass rates, and any exceptions - giving your team and stakeholders the evidence needed to sign off on go-live with confidence.
How does iceDQ handle large-scale migrations with multiple waves?
iceDQ reuses the same validation and reconciliation rules across every migration wave - so each wave benefits from the testing built in the first. Rules run automatically across Dev, QA, UAT, and production cutover environments with no rebuilding required. For phased migrations, iceDQ tracks cumulative coverage and generates wave-by-wave reconciliation reports to give your programme team full visibility at every stage.
How quickly can iceDQ auto-generate migration validation rules?
iceDQ's AI-driven auto-rule generation scans source and target system schemas and generates validation rules across thousands of tables, objects, and columns in hours - work that would take a manual team weeks. Rules cover completeness, data types, referential integrity, transformation logic, duplicates, and reconciliation, and can be reviewed, refined, and reused across migration waves and environments.
How quickly can we deploy iceDQ for our 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 migration stack, builds initial test suites, and gets your team validating data fast.