Use cases
Inventory
Find every tool, owner, seat, and cost.
Savings
Catch waste, overlap, and renewals early.
Access
Onboard and offboard across your stack.
Context
Map how people, tools, spend, and agents connect.
For
Founders
Protect runway by seeing every tool and cost.
Engineering
Control AI usage, access, and provider spend.
Finance
Reconcile software spend and find waste.
Operations
Keep inventory, access, and renewals current.
Resources & company
Resources
Guides and practical software insights.
Manifesto
Why software operations need a new model.
Press
Company news and media resources.
Partners
Build and grow with ELI.
IntegrationsStacksTools
Talk to a humanDiscover my stack
IntegrationsStacksTools
Discover my stackTalk to a human

Company

  • Home
  • Manifesto
  • Talk to us
  • Partners

Help

  • Terms of service
  • Privacy policy
  • Docs

Product

  • Inventory
  • Savings
  • Access
  • Context

For teams

  • Founders
  • Engineering
  • Finance
  • Operations

Explore

  • Integrations
  • Tools
  • Stacks
  • Startup credits
  • Articles

Socials

  • LinkedIn
  • Instagram
  • TikTok
  • YouTube
Enterprise Layer Intelligence
Categories/Data Platform & Integration/Qualytics
Qualytics

Qualytics

Founded 2020

Validate and monitor data quality automatically before it reaches downstream analytics and AI workflows

You can use Qualytics to automatically validate data quality before it impacts your business decisions, analytics, or autonomous AI agents. The system connects to your data stores, profiles existing structures, and learns normal behavior patterns without requiring manual rule writing. Teams can inspect anomalies, review inferred rules through a low-code interface, and use natural language to guide governance policies. When data errors or schema anomalies occur, the system generates real-time quality signals that flag bad records, alert data teams, or pause downstream actions entirely.

What Qualytics does

Profile connected data repositories to discover structural patternsGenerate automated data validation rules without manual codingHalt downstream data workflows when severe anomalies are detectedQuery data governance rules and table health using natural languageExpose data quality signals to AI agents through API endpointsReconcile customer entity duplicates into verified golden recordsAudit data quality performance metrics across enterprise teamsProfiles data sources automatically to understand baseline relationships and schemasInfers and updates data quality rules continuously as incoming datasets changeProvides AgentQ natural language interface for managing data governance rulesDelivers real-time quality signals to block or flag downstream pipeline tasksConnects with AI agents and copilots through Model Context Protocol (MCP) and APIsResolves duplicates and matches disparate entities into unified golden recordsOffers low-code dashboards for business users and engineers to review anomalies

Frequently asked

AWS (CloudFormation/Marketplace), Azure, Snowflake, Databricks, PostgreSQL, Slack (Alerting), Jira (Ticketing), Alation (Data Catalog)

Want a tailored answer?

See whether Qualytics fits your stack.

Techbible weighs Qualytics against what you already pay for, your team shape, and the work that's actually happening. Free to start.

Side by side

Compare Qualytics

Search the catalog or pick a similar tool to compare pricing, features, and fit.

Or pick from similar tools

More in Data Platform & Integration

All tools →
Ellie.AI

Ellie.AI

Design conceptual data models and maintain business glossaries collaboratively in your browser

MotherDuck

MotherDuck

Run fast SQL analytics in the cloud using DuckDB without managing infrastructure

Pinecone

Pinecone

Store and search vector embeddings at scale for retrieval-augmented generation applications

Qdrant

Qdrant

Store, search, and manage high-dimensional vector embeddings for machine learning applications

404 Page not found

404 Page not found

Data Governance Software for Snowflake, Databricks & Modern Data Platforms. Control data at the source with Expanso's Hybrid Data Management platform.

Accelario

Accelario

Provision and mask test data for development and QA teams automatically

AdOpt

AdOpt

Manage website cookie banners and user consent to comply with privacy regulations

Adverity

Adverity

Extract, harmonize, and deliver marketing data across hundreds of sources to your data warehouse

Qualytics, data quality monitoring, data governance, anomaly detection, data profiling, data validation, automated rules, agentic governance, real-time data control, enterprise data, data reliability, metadata management, MCP data quality, data observability, entity resolution, data reconciliation