Operationalize your data for
trusted AI.
DataOps automation orchestrates CI/CD, observability, and governance to enable AI-ready data at scale.
DataOps.live Launches Major Upgrade to
Deliver AI-Ready Data at Enterprise Scale
DataOps automation platform unites CI/CD, observability, governance, and data product delivery to operationalize trusted AI
"Good enough" data is not
AI-ready
Enterprises deploying AI often discover that their existing data is not fit for purpose. Brittle pipelines, weak governance, and limited observability leave data incomplete, inconsistent, and untrustworthy. As Gartner notes, DataOps practices and automation are now critical for delivering AI-ready data at scale.
Automate your DataOps for AI-ready data at scale
DataOps.live MomentumTM is the DataOps automation platform built to make enterprise data AI-ready. It embeds automation, governance, and observability into every stage of the data lifecycle, so data is accurate, reusable, and production-grade.
Automated CI/CD
Continuously automate the build, test, and deployment of data pipelines.
Continuous Observability
Continuously monitor and validate everything in your data pipeline.
Governance Enforcement
Operationalize and enforce your governance policies.
Data Product Delivery
Package, deliver and scale reusable AI data products.
Meet Metis, your AI data engineering agent
Metis is the AI agent at the core of DataOps.live Momentum. Metis supports data engineers with the accuracy and speed that AI demands. By offloading time-consuming tasks, Metis helps teams move faster, reduce risk, and focus on delivering AI-ready data at enterprise scale.
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AI-Ready Scoring: Know when to trust your data
AI-Ready Scoring gives you a clear, objective measure of whether your data is fit for AI. It provides one overall score plus six detailed scorecards that show where your data meets the mark and where gaps remain. Now you can spot weaknesses, reduce risk, and move AI projects into production with confidence.

The world's best data teams use DataOps.live
If there is one tool that will change your life forever, it is Dataops.live. Go and see for yourself as this is the heart of your modern data stack!
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This approach delivers strong governance, the necessary geo-restrictions, departmental autonomy, and that all-important innovation at speed.
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DataOps.live delivered in a massive, massive way, and we couldn't imagine where we'd be now without their partnership.
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A lot of the functionality in DataOps.live, such as command line features to reverse engineer certain tables into their soul language, just really speeds up development.
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DataOps.live is about collaborative development. It’s about the ability to coordinate and automate testing and deployment and therefore shorten the time to value.
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DataOps.live continues to be a true partner, supporting OneWeb’s continuous rollout of data products across the organization for the benefit of our customers.
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Free native apps for Snowflake engineers
The DataOps.live Dynamic Suite™ is a family of native apps co-developed with Snowflake to accelerate your data engineering projects within Snowflake. And a generous investment from them means you get 500 minutes free every month - including production minutes!
Simplify development, testing, and deployment to turn your complex data pipelines into usable insights.
Free access for Snowflake users
Snowflake is partnering with DataOps.live to give existing customers access to the Dynamic Suite. Get 500 free monthly minutes to transform your dbttm and CI/CD projects.
Enabling speed and quality
Average pipelines
run weekly
Projects powered by
DataOps.live daily
Quality data delivered
(last 12 months)
Bad data stopped
(last 12 months)
Deliver data products with speed and control
Want to see the Dynamic Suite in action? Join our data engineering team for a hands-on lab to learn how to bring your data projects to life.
Field notes from the data layer
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Introducing Momentum: When “good enough” data becomes your biggest AI risk
Learn why 'good enough' data is no longer good enough, and how DataOps.live Momentum transforms AI-ready from a slogan...
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DataOps.live Launches Major Upgrade to Deliver AI-Ready Data at Enterprise Scale
Read the press release introducing DataOps.live Momentum, the DataOps Automation Platform enterprise data engineers use...
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How to Make Your Data AI-Ready
See how DataOps Automation delivers AI-ready data: trusted, automated, and scalable.