Data Reliability Platform

See iceDQ in Action

A personalized walkthrough designed to show you how iceDQ maps to your data stack, your use cases, and your reliability goals.

  • Tailored to your stack We map iceDQ to your actual environment - whether it is Snowflake, Databricks, Azure, SQL Server, or a hybrid setup with 150+ connectors.
  • Live platform walkthrough See data testing, monitoring, and observability working together in one platform - no slides, no scripted demo.
  • ROI and implementation roadmap Get a clear picture of timelines, automation potential, and expected returns based on your current validation approach.
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
altruist
Paccar
rx sense
castell
pepsi
anthem
100%
Attribute coverage -
not sampling
200%
Increase in
test coverage
95%
Reduction in
testing timelines
0%
Data defects
in production

What Our Customers Say

We probably saved 5000 hours ($500,000) on the data migration project.

PepsiCo
Head of Quality Assurance PepsiCo

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

BMC
Director of Business Analytics BMC Software

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

pfizer
Head of Data Governance Pfizer

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

HealthFirst
Director of Quality Assurance HealthFirst

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

HealthFirst
Director of Quality Engineering Cencora

We have standardized iceDQ for all our cloud migration.

Albertsons
Senior Director of Advanced Analytics Albertsons