What is a data quality platform and why do I need one?

A data quality platform is a comprehensive solution that monitors, validates, and manages the quality of your data across all systems. You need a data quality platform to ensure accurate analytics, comply with regulations, and prevent costly business decisions based on poor data quality.

How does data quality monitoring work?

Data quality monitoring continuously checks your data for issues like missing values, duplicates, format inconsistencies, and business rule violations. Modern data quality platforms use AI to understand normal data patterns and automatically detect anomalies.

What's the difference between data quality tools and data quality platforms?

Data quality tools typically focus on specific tasks like data profiling or validation. A comprehensive data quality platform provides end-to-end data quality management including monitoring, validation, governance, and remediation.

DeepDQ - AI-Native Data Quality

What is DeepDQ?

Traditional data quality tools are stuck in the past, relying on rigid rules that can't keep up. DeepDQ revolutionizes this approach with AI-native intelligence built for the modern enterprise. Our platform goes beyond surface-level checks to understand your data contextually, adapting automatically to evolving pipelines and business needs. From detecting hidden anomalies to providing instant root-cause analysis, DeepDQ delivers trusted, relevant, and scalable data quality across your entire organization.

It harnesses the power and the understanding of Natural Language and AI to define simple to complex data quality rules which automatically evolve with your data.

Key Features at a Glance

Sentinels

Intelligent monitoring agents that continuously watch your data sources for quality issues and anomalies.

Vaults

Secure containers that store your data connection configurations (Postgres, Snowflake, BigQuery, Databricks, MySQL, SQL Server, Oracle, and more).

Alert Gateways

Communication channels that deliver notifications when data quality issues are detected.

Catalog

Comprehensive metadata management for data assets with integrated quality monitoring, schema discovery, drift monitoring and versioning.

Data Lineage

End-to-end visibility into how your data flows through systems and transformations, with automatic schema evolution support.

DeepAnalyze Bot

An agentic chatbot for natural-language queries that helps you get insights from your data quickly.

Problems DeepDQ Solves

Hidden Data Errors
Traditional rule-based tools miss issues unless you explicitly define them. DeepDQ’s AI-driven Sentinels catch anomalies, drift, and schema changes automatically — even the ones you didn’t anticipate.
Endless Manual Rule Writing
Legacy platforms demand constant rule configuration and maintenance. With DeepDQ, rules evolve automatically with your pipelines, so teams spend less time firefighting and more time innovating.
Broken Dashboards & Reports
Unexpected schema changes or bad data often break business dashboards without warning. DeepDQ detects these upstream and alerts you instantly, preventing downstream disruption.
Lack of Root-Cause Visibility
When quality issues arise, most tools only show symptoms. DeepDQ’s contextual intelligence traces issues back to source systems, giving you immediate root-cause insights.
Low Trust in Data
Stakeholders hesitate to act when data quality is uncertain. By continuously monitoring and validating at scale, DeepDQ restores trust, enabling faster, confident decision-making.
Complexity at Scale
Enterprises manage thousands of datasets across cloud platforms, warehouses, and lakes. DeepDQ unifies monitoring, cataloging, and lineage across them all — reducing tool sprawl and operational burden.

Project-Based Organization

DeepDQ uses a project-based approach to organize work. Select different projects from the top navigation to switch between data quality initiatives or environments.

Get Started

Contact our team for a demo or to discuss a pilot project. For full product documentation, visit the docs site linked above. For pricing information, please see below.

Choose Your Plan

Prices shown are monthly rates but billed yearly. Contact sales for custom enterprise pricing and billing options.

Basic

Contact Sales for pricing

Perfect for small teams getting started

Up to 10 Sentinels per project
Up to 10 Vaults per project
Up to 3 Alert Gateways per project
Up to 50 Catalog entries per project
Up to 10 Data Lineage per project
Up to 5 projects
Up to 10 users per project
30 million free AI tokens per month
DeepAnalyze Bot (DAB)
Alert Center
IAM

Professional

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For growing teams with advanced needs

Up to 50 Sentinels per project
Up to 50 Vaults per project
Up to 10 Alert Gateways per project
Up to 200 Catalog entries per project
Up to 50 Data Lineage per project
Up to 10 projects
Up to 50 users per project
100 million free AI tokens per month
DeepAnalyze Bot (DAB)
Alert Center
IAM

Enterprise

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For large organizations with custom requirements

Custom Sentinels
Custom Vaults
Custom Alert Gateways
Custom Catalog entries
Custom Data Lineage
Custom projects
Custom users
Custom token allocation
DeepAnalyze Bot (DAB)
Alert Center
Isolated Tenant/Environment
IAM

Contact Sales

Ready to get started? Contact our team for a demo or to discuss a pilot project.

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