iceDQ - THE DATA RELIABILITY PLATFORM


G2 ★★★★★ 5.0
Capterra ★★★★★ 4.7/5

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Data Validation & Reconciliation Tools?
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Your Exact Use Case.

Every week of manual validation, pipeline rework, and data defect cleanup is budget you won't get back. You already know that. One question remains - does iceDQ work for your environment? This 30-minute session answers exactly that. Your stack, your pipelines, no generic demo.

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Trusted by Fortune 500 companies

Altruist Paccar RxSense Castell Pepsico Anthem Louisiana Liberty Mutual SP Global LMI Healthfirst BMC Credit Suisse Marriott Etrade Morgan Stanley Altruist Paccar RxSense Castell Pepsico Anthem Louisiana Liberty Mutual SP Global LMI Healthfirst BMC Credit Suisse Marriott Etrade Morgan Stanley

WHY iceDQ

Three reasons Fortune 500 teams
trust iceDQ to deliver data reliability

Proven ROI

Measurable returns from day one

iceDQ customers see results within weeks - not months. Time saved on manual validation, defects eliminated before production, and projects delivered on schedule.

  • Cuts manual testing effort by up to 70%
  • Eliminates production data defects before they reach users
  • Accelerates project timelines from months to weeks
We probably saved 5,000 hours - approximately $500,000 - on the data migration project alone.
Head of Quality Assurance, PepsiCo
4-8X
Average ROI on data testing and monitoring projects

Enterprise Trust

The most demanding teams run on iceDQ

From global investment banks to pharmaceutical leaders - Fortune 500 teams with the strictest data reliability requirements trust iceDQ across pipelines, migrations, and production environments.

PepsiCo Pfizer Morgan Stanley Liberty Mutual BMC S&P Global
Not only did we achieve near-perfect quality, but we also saved significant time and money on the project.
Director of Quality Engineering, Cencora
200+
Enterprise deployments across banking, insurance, pharma, and technology

White-Glove Onboarding

We handle the setup so you don't have to

Every iceDQ customer gets a dedicated Forward Deployed Engineer (FDE) for 3 months - at no extra cost. Your FDE configures the platform, builds your first test cases, and gets your team running fast.

  • 1Dedicated FDE assigned within days of sign-up
  • 2Platform configured to your exact data stack and environment
  • 3First test cases built and validated together - your team is live in weeks
3 months
Dedicated FDE support - zero additional cost to you

iceDQ AT ENTERPRISES

Morgan Stanley

Global investment bank - enterprise data reliability across 14 active use cases

150%+
Productivity gain from automation and low-code features
100%
Test coverage - zero production defects reaching live systems
30%
Reduction in data product release cycles and regression testing
14
Enterprise use cases running on a single iceDQ platform
"

We started with a single data migration project and never stopped. iceDQ became our standard for every data initiative across the firm - from Snowflake migrations and data lake validation to real-time API monitoring and regulatory compliance testing. The platform gave us the breadth to consolidate tooling and the depth to handle our most complex reconciliation requirements. One platform, 14 use cases, zero production defects.

Active use cases on this deployment

Backoffice Migration Data Lake to Snowflake Snowflake DR Testing RFB Monitoring Release Testing API Monitoring Client Data Monitoring Security Master Validation Salesforce Migration Testing API vs DB Reconciliation EDD Testing Validate JSON Feeds ESOP Platform Migration + More

Get Started

Your data stack. Our platform.
Let's show you what's possible.

A 30-minute personalized walkthrough mapped to your environment, your use cases, and your team's goals.

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