# Ataccama > Ataccama ONE is an end-to-end agentic data trust platform that unifies Data Quality, Data Catalog, Data Observability, Data Lineage, Master Data Management, and Reference Data Management into a single cloud-native product. Used by 450+ enterprises. 5-time Leader in the Gartner® Magic Quadrant™ for Augmented Data Quality Solutions (2026). Available as SaaS (Ataccama Cloud) or hybrid deployment. Ataccama ONE processes data locally while the platform runs in the cloud. The ONE AI Agent autonomously monitors, fixes, and explains data quality issues across complex enterprise environments. Ataccama also exposes an MCP server for integration into multi-agent AI ecosystems. Key concepts: - Data quality rules are written once and applied across all connected sources - The platform profiles, monitors, and remediates data without manual intervention - Master data covers core entities (customers, products); reference data covers shared codes and lists (regions, categories, statuses) - Hybrid deployment means no raw data leaves the customer's environment ## Platform - [Ataccama ONE Platform](https://www.ataccama.com/platform): Full platform overview — all modules, architecture, and deployment options. - [ONE AI Agent](https://www.ataccama.com/ai): Autonomous data steward — generates DQ rules, detects anomalies, resolves issues end-to-end with full reasoning transparency. - [MCP Server](https://www.ataccama.com/platform/mcp): Model Context Protocol server for connecting Ataccama ONE to multi-agent AI systems. - [Ataccama Cloud](https://www.ataccama.com/ataccama-cloud): Fully managed SaaS deployment — zero infrastructure to manage. - [Connectors](https://www.ataccama.com/connectors): Pre-built connectors to Snowflake, Databricks, BigQuery, Azure, AWS, Salesforce, SAP, and more. ## Modules - [Data Quality](https://www.ataccama.com/platform/data-quality): Automated profiling, DQ rule authoring, monitoring, anomaly detection, and remediation. - [Data Catalog](https://www.ataccama.com/platform/data-catalog): Automated data discovery, business glossary, metadata management, and data marketplace. - [Data Lineage](https://www.ataccama.com/platform/data-lineage): Column-level lineage tracking from source to consumption across all systems. - [Data Observability](https://www.ataccama.com/platform/data-observability): Continuous monitoring for anomalies, freshness issues, schema changes, and volume shifts. - [Master Data Management](https://www.ataccama.com/platform/master-data-management): Multidomain MDM with AI-powered entity matching and flexible data provisioning. - [Reference Data Management](https://www.ataccama.com/platform/reference-data-management): Governance and distribution of controlled vocabularies, codes, and hierarchies. ## Solutions - [Data Quality for Governed AI](https://www.ataccama.com/solutions/data-quality-for-governed-ai): Prepare trusted, AI-ready data pipelines for model training and inference. - [Customer 360](https://www.ataccama.com/solutions/customer-360): Unified 360-degree customer view across all systems and channels. - [Data Governance](https://www.ataccama.com/solutions/data-governance): End-to-end governance program — from foundations to advanced stewardship. - [Data Protection](https://www.ataccama.com/solutions/data-protection): Sensitive data discovery, masking, and compliance with GDPR, HIPAA, and other regulations. - [Data Trust for Snowflake](https://www.ataccama.com/solutions/data-trust-for-snowflake): Native data quality and observability across all Snowflake workloads. - [Data Fabric](https://www.ataccama.com/solutions/data-fabric): Architecture pattern for accessible, integrated, and governed data at scale. - [Credit Risk Scoring](https://www.ataccama.com/solutions/master-credit-risk-with-data-driven-decisions): Accurate risk assessments powered by high-quality, trusted data. - [Data Integration for M&A](https://www.ataccama.com/solutions/data-integration-for-mergers-acquisitions): Accelerate post-merger data integration while maintaining business continuity. - [Systems & Data Modernization](https://www.ataccama.com/solutions/systems-data-modernization): Migration from legacy systems to modern, cloud-native architectures. ## Documentation - [Documentation Hub](https://docs.ataccama.com): Entry point for all Ataccama ONE technical documentation. - [ONE DQ&C Overview](https://docs.ataccama.com/one/latest/overview.html): Core Data Quality & Catalog module — current release v17.0.0. - [ONE Agentic Overview](https://docs.ataccama.com/ataccama-one-agentic/latest/overview.html): Agentic AI layer documentation. - [REST API Reference](https://docs.ataccama.com/ataccama-one-agentic/latest/rest-api/rest-api-overview.html): Full REST API reference for Ataccama ONE Agentic. - [ONE MDM](https://docs.ataccama.com/mdm/latest/overview.html): Master Data Management module documentation. - [ONE RDM](https://docs.ataccama.com/rdm/latest/overview.html): Reference Data Management module documentation. - [ONE Desktop](https://docs.ataccama.com/one-desktop/latest/overview.html): Desktop client for rule authoring and local data processing. - [Supported Data Sources](https://docs.ataccama.com/one/latest/sources/supported-data-sources.html): Complete list of supported connectors and integration methods. - [Generative AI in ONE](https://docs.ataccama.com/one/latest/generative-ai/generative-ai-in-one.html): How AI features work, including data handling, governance, and security. - [AI Governance and Security](https://docs.ataccama.com/one/latest/generative-ai/ai-governance-and-security.html): LLM usage policy — only metadata is sent to models, never raw data values. - [Hybrid Deployment Guide](https://docs.ataccama.com/one/latest/hybrid-deployment/hybrid-deployment.html): Deploy with local data processing and cloud-hosted platform. - [ONE API](https://docs.ataccama.com/one/latest/one-apis/one-api.html): Core platform GraphQL/REST API reference. ## Support & Community - [Support Portal](https://support.ataccama.com): Customer support, downloads, and service desk. - [User Community](https://community.ataccama.com): Peer discussions, Q&A, and knowledge base. - [Training & Certification](https://www.ataccama.com/training): Self-paced courses and certification programs. - [Trust Center](https://www.ataccama.com/trust-center): Security posture, compliance certifications, and privacy policy. ## Analyst Recognition - [2026 Gartner Magic Quadrant — Augmented Data Quality](https://www.ataccama.com/analyst-research/2026-gartner-magic-quadrant-for-augmented-data-quality-solutions): Ataccama named a Leader for the 5th consecutive year, with furthest completeness of vision. - [Forrester Wave — Data Quality Solutions, Q1 2026](https://www.ataccama.com/analyst-research/the-forrester-wave-data-quality-solutions-q1-2026): Independent analyst evaluation and scoring. ## Optional - [Blog](https://www.ataccama.com/category/blog): Articles on data quality, observability, AI governance, and data management best practices. - [Customer Stories](https://www.ataccama.com/category/customer-story): Case studies from T-Mobile, Fifth Third Bank, Prudential, Allianz, HP, and others. - [Webinars](https://www.ataccama.com/category/webinar): On-demand and upcoming webinars. - [Ebooks & Whitepapers](https://www.ataccama.com/category/ebook): In-depth guides including the Ataccama Data Trust Report 2025. - [Events](https://www.ataccama.com/events): Conferences and community events. - [About Ataccama](https://www.ataccama.com/company): Company background, leadership, and press center. - [Careers](https://jobs.ataccama.com): Open roles across engineering, sales, and operations. - [Partner Program](https://www.ataccama.com/partners): Technology and consulting partner ecosystem. - [Content Licensing](https://www.ataccama.com/legal/content-licensing): Website content licensed under CC BY-SA 4.0 unless otherwise noted.