Data Reliability Platform

See iceDQ in Action.
Replace Manual Testing.
See the ROI.

A personalized walkthrough designed around your data environment - not a generic slide deck. In 30 minutes, you will see exactly how iceDQ replaces manual testing effort and what that means for your team's timeline and budget.

  • 🔗
    Mapped to your stack

    We connect to your environment - Snowflake, Databricks, Azure, SQL Server, or hybrid - using 150+ connectors. No generic demo.

  • 🖥️️
    Live platform walkthrough

    See data testing, monitoring, and observability working together in one platform - with rules, reconciliation, and dashboards running live.

  • 💰
    ROI and implementation roadmap

    Get a clear picture of timelines, automation potential, and expected returns based on your current validation approach and team size.

ONE PLATFORM. EVERY USE CASE.

ETL / Pipeline Testing Data Warehouse Testing Cloud Migration Testing Data Reconciliation Big Data Lakehouse Testing BI Report Testing Data Monitoring Data Quality Data Observability API Testing
4-8X
Average ROI on data testing and monitoring projects. Accelerate time to value from months to weeks, reduce manual effort by 50%+, and ensure 99%+ data reliability.

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Trusted by Fortune 500 enterprises

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
100%
Attribute coverage -
not sampling
200%
Increase in
test coverage
95%
Reduction in
testing timelines
0%
Data defects
in production

Trusted by Industry Leaders

What our customers say

"

We probably saved 5,000 hours - approximately $500,000 - on the data migration project alone.

$500K saved on one project
Head of Quality Assurance
PepsiCo
"

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

100% test coverage achieved
Director of Business Analytics
BMC Software
"

RuleGen helped Pfizer reduce IT testing duration from 24 months to 2 months. A transformation in how we work.

24 months reduced to 2 months
Head of Data Governance
Pfizer