Data quality for governed AI & model training
Deploy more models and increase reliability. Eliminate all bottlenecks, free up data scientists’ time, and ensure effective collaboration with data engineering.
Are you getting the most
out of your data and AI?
Expectation
Reality
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Poor data quality undermining model performace
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Lack of governance around data
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Heavy data cleansing overhead
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Data drift going unnoticed
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Repetitive data collection and cleansing
To be exceptional in AI, you need to be exceptional in data quality
See the end-to-end data quality process for ML model development
Speed up data collection
Publish trusted data sets to a central data catalog and put data quality checks in place.
Easily find data sets, understand contents, data quality, and owners of data.
Eliminate repetitive data cleansing
Monitor critical data assets and source data. Catch and remediate issues early, and maintain baseline data quality for ML training data.
Prevent recurring issues from happening with data validation placed at entry points.
Cleanse data efficiently when necessary with a clear view of invalid records.
Catch data drift early
Implement continuous data quality checks for monitoring incoming model data.
Get alerts on DQ issues, anomalies detected by AI, freshness issues, and PII occurring where it shouldn’t.
Investigate issues with data lineage rich in metadata overlays and get to the root cause faster.
See it in action
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SQL table generation
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DQ rule generation
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Apply DQ rules
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CI description
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Natual language to SQL
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AI DQ rules
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Chat with Documentation
Work with the lead innovator in data quality
Unified platform for data discovery and quality
Document, discover, and assess the quality of the data you need in one tool via connected and efficient workflows.
Scalable data quality
Onboard new data sources faster with AI-based data classification and quality checks assigned automatically. Reuse data quality rules and never code repetitive checks again.
What our customers say
Other vendors are transactional in their behavior. With Ataccama, there’s a genuine belief of shared responsibility of success that we feel within T-Mobile.
Ataccama
features Learn more about our capabilities for data quality for governed AI
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