Ataccama, the data trust company, is making its unified data trust platform, Ataccama ONE, on the Snowflake Marketplace, including an integration with Document AI—enabling enterprises to turn unstructured content, such as contracts, invoices, and PDFs, into structured data by running models directly within Snowflake.
As enterprises increasingly use unstructured data to power large language models and retrieval-augmented generation (RAG) applications, managing the quality of that data has become critical to building trusted and reliable AI, the vendor said.
Ataccama ONE and Document AI allow organizations to unlock value from unstructured information. Enterprises can turn documents into structured records by using natural language prompts, such as “What is the effective date of the contract?”, which are processed by Snowflake’s Arctic-TILT large language model to create structured outputs written directly into Snowflake tables.
Ataccama ONE connects to these tables to profile the data, apply quality checks, and manage governance policies on the structured outputs. It also tracks how the data flows into analytics, reporting, and AI workflows by capturing lineage at the table level.
Additional metadata about the original documents can be added to enrich traceability if needed. This reduces manual work, strengthens trust in the data, and enables repeatable, reliable workflows across the business.
“Unstructured data remains a black box for most organizations, even as it becomes critical for AI and business operations,” said Jay Limburn, chief product officer at Ataccama. “Without a way to structure, govern, and trust that information, enterprises risk missing the full value of their data. Ataccama ONE combines data quality, governance, observability, lineage, and master data management in a single platform and now extends those capabilities to unstructured content. This allows organizations to improve trust and confidence in all their data, structured and unstructured alike, and build a stronger foundation for AI, analytics, and operational decision-making.”
The integration allows users to:
- Extract structured data using natural language.
- Make extracted data immediately usable for reporting, analytics, and AI.
- Continuously monitor the quality of unstructured data.
- Scale and standardize document processing across teams.
- Eliminate data movement and simplify governance.
“Ataccama’s presence on Snowflake Marketplace reinforces the value of our integrated platform approach that allows our partners to bring their innovative solutions to market within the Snowflake environment,” said Kieran Kennedy, VP, data cloud products at Snowflake. “With this solution, joint customers have the power to streamline document extraction, ensure data quality, and accelerate insight delivery, all within a governed and scalable environment.”
For more information about this news, visit www.ataccama.com.