Operationalize your data for the AI era
The DataOps.Live Automation Platform is a unified, AI-native platform for building and managing trusted data products. From commit to production, it gives your team tools to work faster, safer, and more collaboratively in Snowflake.
Automated CI/CD, observability, governance, and data product delivery features streamline development and operations across every Snowflake use case. And our new data engineering AI agent Metis is there to handle every tedious manual task and help with everything else every step of the way.
Lack of visibility slows safe deployment
Without a clear view of what’s current, making production changes feels risky, and it's easy to introduce errors.
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Collaboration breaks down without structure
When engineers work without guardrails, overlapping changes and overwrites become the norm.
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Rigid workflows kill velocity
If one team has to stop for another to deploy, your entire data operation grinds to a halt.
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Manual merges erode trust and time
Without automation, resolving conflicts from parallel work introduces delays and risk.
Controlled, end-to-end lifecycle management
Manage the full lifecycle of your data workflows from dev to deployment with versioning, testing, and auditability built in.
Isolated, safe development environments
Each engineer can build and test in their own space without risk to production, avoiding surprises and slowdowns.
Guardrails that accelerate rollout
Enforce best practices automatically with policies and reusable templates that keep your team moving, quickly and safely.
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Acceleration across every Snowflake workload
Support dbt™, CI/CD, data products, and native apps—all from one platform. Enable parallel development to keep teams moving without blockers.
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Amplified productivity, powered by
Metis
Call on your data engineering AI agent Metis to handle tedious tasks, write code, get you unstuck, and focus on delivering business value.
Everything you need to deliver trustworthy data
DataOps.live is built on four tightly integrated capabilities that work together to automate, monitor, and govern the entire data lifecycle in Snowflake.
As a DataOps automation platform, these features give data engineers, platform teams, and analytics leaders the foundation they need to deliver fast, reliable, and fully governed data every day.
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Automated CI/CD
Continuously automate structured integration and delivery to apply DevOps principles across your data lifecycle.
- Environment Manager for dev/test/prod environments.
- Smart pipeline Orchestration ensures workflow reliability.
- Third-party Orchestration integrates and coordinates seamlessly.
- Automated Testing continuously validates data pipelines and products.
Powered by Metis
Continous observability
Gain complete insight into every aspect of your data pipeline to continuously monitor and validate your data’s health and reliability
- AI-Ready Scoring assesses data and data products for AI use cases.
- FAIR++ Scoring measures data against FAIR principles and more.
- Intelligent Monitoring and Alerting detect issues in real time.
- Data Quality Reporting provides dashboards and reports for stakeholders.
- Enterprise Data Lineage tracks key requirements across the organization.
Powered by Metis
Governance enforcement
Operationalize and enforce your governance policies and quality rules to ensure governance and compliance of every data product.
- Audit Trails capture historical pipeline and job logs.
- Quality Gates stop pipeline execution if data fails a check.
- Policy Gates enforce organizational policies automatically.
- Regulatory Gates apply embedded checkpoints to ensure compliance.
- Federation and Reuse extend reusable rules consistently across domains.
Powered by Metis
Data product delivery
Standardize and share trusted data across the business by packaging, delivering, and scaling reusable AI data products.
- Data Product Directory provides a marketplace view.
- Code Creation Engine generates production-ready code.
- Test Case Generator builds validation tests for each product.
- Embedded Governance Controls bake in rules and policies.
- Documentation Builder creates complete, structured docs.
Powered by Metis
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Try the DataOps.live
Automation Platform – It's free
Take the first step to AI-ready data today. Choose to get the platform in your production environment (you'll need the right credentials) or with a Snowflake trial account.
Either way, it's free, and it lets you quickly see the value DataOps automation provides by guiding you through CI/CD pipeline automation in under an hour. Sign up now or join us at a hands-on lab to learn more.
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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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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Jumpstart your DataOps projects in Snowflake
Get a quick-start UI for every use case: CI/CD, dbt™, data products, Snowflake Native apps — and this is just the beginning!
- Bring speed and structure to your CI/CD process.
- Publish a dataset as a trusted data product for your business stakeholders.
- Build, test, and deploy a complex Snowflake Native App (UDFs, AI/ML, SPCS, Streamlit), quickly.
Use one IDE for any
Snowflake workload
Develop and test SQL, dbt™ models, Streamlit, Snowpark ML, Cortex AI, Snowflake Container Services workloads, and more in one integrated developer environment (IDE), while:
- Eliminating the hassle of creating and updating local dev environments.
- Making changes and testing them in seconds (not minutes or hours).
- Working in an environment that’s virtually identical to production, so there are no more 'It worked on my laptop' issues!
Work as a team with confidence
Apply DevOps principles to data and deliver trusted insights everyday.
- Enjoy automatic environment management.
- Get team member reviews and approvals easily.
- Automatically document your merge requests with AI, so you have more time to focus on value creation.
Use AI to increase productivity and get things done faster
Our Metis data engineering AI agent simplifies and automates everyday tasks across every role.
- Vibe-code data engineering workloads.
- Summarize and explain team members’ work.
- Resolve pipeline failures faster with AI guidance.
Orchestrate every part of your modern data platform
Fnd an orchestrator for every need — data ingestion, data quality, data transformation, or data observability and governance.
- Load data from a Snowflake stage.
- Use Apache Iceberg tables to optimize data loading.
- Leverage data ingestion tools like Fivetran or Stitch.
- Assess your data quality with Monte Carlo or dbt™ tests.
- Transform your datasets with Informatica, Qlik, Matillion, or dbt™ Cloud.
- Model your data as a data vault with VaultSpeed.
- Reuse all your AWS or Azure services.
- Run arbitrary workloads on Containers.
- ...or build your own with APIs, Python.
Automate your data operations and deliver value to production fast
Manage and monitor data pipelines at every stage of the DataOps process.
- Automate moving and scheduling workloads to production.
- Promote changes rapidly to the upstream environment.
- Operationalize your SLAs.
- Benefit from automated testing.
Get started with native CI/CD for Snowflake
The first step toward AI-ready data is automating your CI/CD pipeline in Snowflake. DataOps.live makes it easy, and it's free! 500 minutes every month across test, dev, and prod followed by PAYG with Snowflake credits.
