Meet the ONE AI Agent:
your digital data steward

The only natively agentic data trust platform that doesn't just find problems
— it fixes them autonomously. Up to 9x faster.

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A fundamental shift in data
management is happening

The old way of working

For decades, data leaders have carried the burden of managing trust in their organizations’ most critical asset: data. The methods were reactive, manual, and fragmented:

Manual teams too slow for the AI era.
AI mandates stalling on data that can't be trusted.
Regulatory exposure growing with every fragmented dataset.
Costly modernization wasted on untrusted data.
Competitors leveraging AI to move faster.

The new ONE AI way

The agentic era demands a new approach to data trust. The ONE AI Agent transforms how your organization manages its most critical asset.

Autonomous intelligence that fixes problems at the source.
A unified data trust layer across your entire data estate.
AI-ready data at the speed and scale your business demands.
Natural language that makes data management accessible to every team.
Agents, models, and decisions grounded in reality.

Explore ONE AI capabilities

From finding data problems to fixing them autonomously — across your entire data estate.

Autonomous rule execution and deployment

Activating metadata and profiling results

ONE AI Agent:
Your digital data steward

The ONE AI Agent brings autonomous, end-to-end task execution to the Ataccama ONE platform. It auto-generates DQ rules, suggests where to apply them, finds anomalies, and executes fixes at the source. Purpose-built for data trust, it requires minimal guidance to deliver maximum impact.

Key capabilities: And more

GenAI: natural-language
power that builds

From generating SQL and rules to transforming documentation and metadata, ONE AI's GenAI capabilities make it easy for anyone – technical or not  – to interact with and manage complex data assets using natural language.

Key capabilities: And more

Generating or explaining ONE expressions

Pattern recognition across volumes and time

ML: data-driven insights
that adapt

ONE AI uses proven ML techniques to detect patterns, identify anomalies, and continuously improve based on behavior and feedback. These features enhance data quality with precision, scalability, and minimal manual input.

Key capabilities: And more

How leading enterprises scale data trust
with Ataccama ONE AI

Scaling data trust

Challenge: With 150+ Snowflake sources, the manufacturer’s data store was hard to navigate. Teams struggled to find, understand, and trust data. Solution with ONE AI:

Auto-generated asset descriptions simplified data understanding.
Natural language rules replaced proprietary syntax.
AI-suggested rules improved coverage and trust.
AI chat with documentation accelerated setup.

Impact: ~80% of metadata management automated. The data store now delivers clearer, trusted data faster, enabling consistent decisions company-wide.

Trusted data for
real-time decisions

Challenge: Financial and customer data flowing into Snowflake lacked validation and consistency limiting marketing initiatives and performance tracking. Solution with ONE AI:

Auto-generated asset descriptions clarified data.
Natural language rules simplified setup.
AI chat with documentation accelerated
platform adoption.

Impact: Validated, consistent data now powers real-time dashboards for confident, data-driven decisions in marketing and operations.

Modernizing customer experience

Challenge: With 70% of customer and financial data in legacy systems, the bank needed to modernize its architecture and ensure clean data flowed into key platforms like Salesforce. Solution with ONE AI:

AI-suggested rules reduced IT dependency.
Rule debugging simplified issue resolution.
AI-driven rule updates maintain high-quality data.

Impact: The bank now delivers cleaner, reliable data for personalized services at scale, faster operations, and more accurate segmentation.

See the value of AI
in your organization

Estimate how much time and money AI could save your
organization. Adjust the sliders and see results update instantly.

The results shown are based on a median data team profile. Actual impact will vary depending on your organization’s size, structure, and data landscape.