DataOps automation: Ensure your data is always AI-ready
AI raises the stakes for data accuracy, governance, and trust
Modern data teams can’t afford brittle processes, manual steps, or unclear paths from development to production. You need a governed, automated system that ensures every change is consistent and every release is trustworthy.
Our DataOps automation platform gives you complete lifecycle control across your data workflows. Teams with automated CI/CD, environment promotion, versioning, testing, and audit trails deliver updates faster and with far less risk.
Data Orchestration
Automate product thinking to your data
Data Products
Apply product thinking to your data
Data Observability
Detect, fix, and prevent data issues
What makes DataOps automation a must-have?
Manual processes introduce risk
Without automated CI/CD and guardrails, human-led changes are slow, error-prone, and inconsistent.
Limited visibility reduces confidence
Without reliable audit trains and version control, its difficult to understand what changed, why, and when.
Governance can't keep up with delivery
If policies and quality checks aren't embedded in the process, releases are prone to compliance gaps.
No clear path from development to production
Lack of process standardization leads to surprises, drift, and unreliable releases.
The DataOps.live Automation Platform brings process best practices to your organization
Automated CI/CD
Continuously build, test, and deploy pipelines and data products in a repeatable motion.
Continuous observability
Gain immediate, full visibility into pipeline health and data readiness.
Governance enforcement
Embed organizational standards into every step so issues don't reach production.
Data product delivery
Standardize, package, and accelerate delivery of reusable, AI-ready data assets.
Try DataOps.live free for 30 days
Take the first step to AI-ready data today. Choose to activate the platform in your production environment or with a
Snowflake trial account.
Why DataOps.live is the DataOps solution of choice
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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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 SOLE language, just really speeds up development.
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Start putting DataOps into practice
Get practical experience with DataOps automation by taking an on-demand hands-on lab. You'll get your first CI/CD pipeline for Snowflake set up in under an hour!
Field notes from the data layer
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