Data Quality Management
Profile, validate, and remediate data issues with rules, thresholds, and automated quality checks
Ataccama
Category: Master Data Management (MDM)
Company: Ataccama Inc.
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Scalable data management for better AI and business outcomes. Data quality, observability, catalog, and lineage with a built-in AI Agent to streamline your stack and speed impact.
Target Market: B2B
Industries: Manufacturing, Healthcare & Life Sciences, Financial Services & Banking, Technology & Software, Retail & E-commerce, Energy & Utilities, Insurance, Professional Services
Key Features
AI-generated feature reference from web research · Generated 2026-07-11; citations identify available source support and do not independently verify every claim.
Data Observability
Continuously detect, triage, and alert on anomalies to prevent downstream impact to business and AI
Automated Data Lineage
Track end-to-end lineage across sources and transformations to support troubleshooting and impact analysis
Enterprise Data Catalog
Discover, document, and certify datasets with metadata, trust scores, and business context
Built-in AI Agent
Provide a digital data steward that automates triage, remediation, and federated data quality tasks
Agent Orchestration Interface
Connect and coordinate autonomous agents and LLM-based workflows with governed data sources
Cloud Lakehouse Integrations
Integrate natively with Snowflake, Databricks, and BigQuery to modernize and migrate trusted data
Compliance and Audit Readiness
Maintain audit trails, certified datasets, and proactive controls to support regulatory requirements
Website: https://www.ataccama.com
Frequently asked questions
What is Ataccama?
Scalable data management for better AI and business outcomes. Data quality, observability, catalog, and lineage with a built-in AI Agent to streamline your stack and speed impact.
What is Ataccama known for?
Ataccama is best known for Unified data governance with integrated quality, catalog, lineage, and observability in a single scalable platform, Built-in AI Agent that automates data quality, remediation, and metadata tasks to accelerate AI readiness and Enterprise-grade scalability for managing large, complex data estates across on-premises and cloud environments. Its strongest capability coverage is in Data Quality Management and Data matching & Linking.
Who is Ataccama for?
Ataccama primarily serves B2B organizations across Manufacturing, Healthcare & Life Sciences, Financial Services & Banking and Technology & Software.
Who makes Ataccama?
Ataccama is owned and operated by Ataccama Inc.. See the company profile for leadership, milestones, and acquisitions.
How is Ataccama evaluated?
Ataccama is assessed across four dimensions — Innovation Index (30%), Organizational Strength (20%), Customer Mix (20%), and Vision Index (30%) — using documented evidence that is refreshed monthly. See the methodology page for the full scoring rules.
What are alternatives to Ataccama?
The alternatives page lists sibling platforms in the Master Data Management (MDM) category alongside Ataccama, each with a full profile and side-by-side capability comparison so you can weigh the trade-offs for your use case.