New integration transforms contracts, invoices, and PDFs into trusted, structured data—natively within Snowflake for analytics and AI
Ataccama, the data trust company, has launched its flagship platform, Ataccama ONE, on Snowflake Marketplace, integrated with Document AI to help organizations extract value from unstructured content at scale. Announced at Snowflake Summit 2025, the solution enables businesses to convert files such as contracts, invoices, and PDFs into structured data using natural language prompts—and govern that data with confidence.
This integration directly addresses a critical blind spot in enterprise data strategies. Unstructured data now makes up the majority of enterprise information, growing by over 55% each year, according to IDC. Yet 95% of businesses still struggle to manage it, and many lack visibility into the data’s contents—creating risk and limiting AI effectiveness.
“This finally brings structure, trust, and AI-readiness to the most overlooked part of enterprise data.” — Jay Limburn, Chief Product Officer, Ataccama
Ataccama ONE, now enhanced with Document AI, changes that. Users can issue prompts like “What is the contract’s effective date?” and receive structured outputs written directly to Snowflake tables. These tables are then automatically profiled, validated, and governed by Ataccama’s platform—ensuring quality and compliance from the start.
“Unstructured data is an untapped source of business context,” said Jay Limburn, Chief Product Officer at Ataccama. “But without the right tooling, it’s impossible to govern or trust. Our integration with Snowflake brings that capability into a secure, scalable environment—making AI truly enterprise-ready.”
The integration allows businesses to process documents at scale, using repeatable models trained in Snowsight. All operations—including extraction, validation, and governance—run natively in Snowflake, reducing data movement, improving security, and simplifying architecture.
“With Ataccama ONE and Document AI inside Snowflake, we can convert thousands of documents into usable, trustworthy data,” said Sam Wong, Senior Director of Data & AI at a global beverage company. “It boosts our analytics and provides a strong foundation for reliable AI.”
This release reflects a broader industry shift toward trust at scale—especially as unstructured data becomes essential for AI, RAG models, and real-time decision-making. By merging quality, governance, lineage, and observability into one unified platform, Ataccama is helping enterprises turn their unstructured information from a black box into a strategic asset.
With Ataccama ONE now on Snowflake Marketplace, the path from document to decision has never been clearer—or more trusted.