Audience

Companies that need a powerful DataOps platform for testing and monitoring

About iceDQ

iceDQ is the #1 data reliability platform offering powerful, unified capabilities for Data Testing, Data Monitoring, and Data Observability. Designed for modern data environments, iceDQ automates complex data pipelines and data migration testing to ensure accuracy, integrity, and trust in your data systems. Its AI-based observability engine continuously monitors data in real-time, quickly detecting anomalies and minimizing business risks.

With robust cross-platform connectivity, iceDQ supports seamless data validation, data profiling, and data reconciliation across diverse sources — including databases, files, data lakes, SaaS applications, and cloud environments. Whether you're migrating data, ensuring ETL/ELT process quality, or monitoring live data streams, iceDQ helps enterprises deliver high-quality, reliable data at scale. From financial services to healthcare and beyond, organizations rely on iceDQ to make confident, data-driven decisions backed by trusted data pipelines.

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Pricing

Starting Price:
$1000
Free Trial:
Free Trial available.

Integrations

API:
Yes, iceDQ offers API access
See Integrations

Ratings/Reviews - 1 User Review

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 5.0 / 5
support 5.0 / 5
More Reviews Write a Review

Company Information

iceDQ
Founded: 2005
United States
icedq.com

Videos and Screen Captures

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Product Details

Platforms Supported
Cloud
Windows
Linux
On-Premises
Training
Documentation
Live Online
In Person
Videos
Support
24/7 Live Support
Online

iceDQ Frequently Asked Questions

Q: What kinds of users and organization types does iceDQ work with?
Q: What languages does iceDQ support in their product?
Q: What kind of support options does iceDQ offer?
Q: What other applications or services does iceDQ integrate with?
Q: Does iceDQ have an API?
Q: What type of training does iceDQ provide?
Q: Does iceDQ offer a free trial?
Q: How much does iceDQ cost?

iceDQ Product Features

Automated Testing

Move & Copy Supported
Parameterized Testing Supported
Requirements-Based Testing Supported
Supports Parallel Execution Supported
Hierarchical View Not Supported
Security Testing Not Supported
Test Script Reviews Not Supported
Unicode Compliance Not Supported

Big Data

Templates Not Supported
Data Visualization Not Supported
Collaboration Not Supported
Data Blends Not Supported
Data Cleansing Not Supported
Data Warehousing Not Supported
High Volume Processing Not Supported
Data Mining Not Supported
No-Code Sandbox Not Supported
Predictive Analytics Not Supported

Data Quality

Data Deduplication Not Supported
Match & Merge Not Supported
Data Profililng Not Supported
Data Discovery Not Supported
Address Validation Not Supported
Master Data Management Not Supported
Metadata Management Not Supported

Data Warehouse

In-Memory Processing Not Supported
Match & Merge Not Supported
ETL - Extract / Transfer / Load Not Supported
Data Migration Not Supported
Ad hoc Query Not Supported
Data Quality Control Not Supported
Analytics Not Supported
Data Integration Not Supported

ETL

Data Analysis Not Supported
Match & Merge Not Supported
Data Filtering Not Supported
Data Quality Control Not Supported
Metadata Management Not Supported
Version Control Not Supported
Non-Relational Transformations Not Supported
Job Scheduling Not Supported

iceDQ Verified User Reviews

Write a Review
  • RAB B.
    Contractor
    Used the software for: 1-2 Years
    Frequency of Use: Daily
    User Role: User
    Company Size: 20,000 or More
    Design
    Ease
    Features
    Pricing
    Support
    Probability You Would Recommend?
    1 2 3 4 5 6 7 8 9 10

    "Comprehensive Solution for Scalable Data Quality and ETL Validation Tool."

    Edited 2025-10-24

    Pros: Automates and streamlines ETL validation, reducing manual effort.
    Enables fast creation and deployment of reusable monitoring rules.
    Supports validation across multiple databases and file formats.
    Centralized repository improves governance and maintainability.
    User-friendly interface accessible to both technical and business users.
    Flexible scripting engine allows custom, business-specific rule creation.
    Seamless integration with existing data infrastructure minimizes disruption.
    Responsive and knowledgeable support team ensures smooth operations.

    Cons: Occasional technical glitches in the interface.
    Slight learning curve for new users.
    Advanced features may need initial setup guidance.

    Overall: A powerful solution that enhances data accuracy and reliability.
    Improves scalability and automation in ETL workflows.
    Bridges the gap between business and technical teams.
    Delivers excellent value with consistent performance and strong support.

    Read More...
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