Operationalize Your Data for AI Readiness in Snowflake

Snowflake-native DataOps automation for CI/CD, continuous observability, and enforced governance control across the full data delivery lifecycle.

 

  • No manual steps between environments.
  • Policies applied without intervention.
  • Automated data validation.
  • Trusted data feeding AI workloads.

 

 

The world's best data teams use DataOps.live

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  • Install applications in Snowflake
  • Create an External Access Integration (required for DataOps API connectivity)

 Standard, Enterprise, Business Critical, etc.
Activation on your account requires both selections. If you can’t confirm both, proceed with a Snowflake trial account.

Trial Account Setup Step by Step

 

Watch a two-minute walkthrough of activating DataOps.live on a Snowflake trial account.

 

 

“DataOps.live delivered in a massive, massive way, and we couldn't imagine where we'd be now without their partnership.”

Vernon Percival Tan
Senior Manager frostbyte Industry Solutions at Snowflak

Frequently Asked Questions

 

What is the DataOps.live Automation Platform?

The DataOps.live Automation Platform is built on four tightly integrated capabilities - automated CI/CD, continuous observability, governance, and data product delivery - 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 (in other words, AI-ready data).

How long does activation take?

Typically 5–10 minutes. And it only takes another 15-20 minutes max to set up your first CI/CD pipeline.

Can I use it with a Snowflake trial account?

Yes. Our Snowflake Native App is supported on either Snowflake trial or existing Snowflake accounts.

Do I need to install anything outside Snowflake?

No. All required components are provisioned through Snowflake-native mechanisms.

Is data moved outside Snowflake?

No customer data is copied or exported outside Snowflake.

Does DataOps.live require access to my data?

No. It operates on metadata and deployment processes. It does not read or extract customer data unless explicitly configured to do so.

What Snowflake objects are created during activation?

Objects include roles, warehouses, service accounts, and application-specific schemas required for secure operation.

Are there additional Snowflake costs?

Standard Snowflake compute costs apply.

Why is the on-ramp to DataOps.live native CI/CD for Snowflake?

Because every Snowflake team, in every company stage, hits the same wall: change is constant, and production needs to stay stable.

 

Our Snowflake Native CI/CD app is the fastest way to turn your Snowflake environment into something you can manage, govern, and evolve safely.

 

For enterprises, it starts with control and stability

Enterprise Snowflake environments have grown organically over time, with thousands of objects, security policies, and dependencies. The biggest risk is production changes that break downstream reporting, dashboards, and decision-making.

 

Automating CI/CD gives you a governed workflow to:

  • capture and version Snowflake configuration as code,

  • make changes safely through branches and controlled deployments,

  • improve auditability and traceability for who changed what, and when.

 

The result is fewer production surprises and a lot less firefighting.

 

For startups, it starts with speed and good habits

Startups move fast, but early Snowflake setups can quickly become fragile when changes are made manually, or when the logic lives in someone’s head.

 

Starting with native CI/CD helps you:

  • avoid messy Snowflake sprawl as you scale,

  • standardize how your team ships changes,

  • keep environments consistent as new engineers join and workloads grow.

 

It’s how you stay fast without creating future cleanup work.

 

Why Snowflake-native matters

Snowflake isn’t “just a database.” It’s an operational platform with roles, grants, warehouses, schemas, integrations, and more. Treating those objects as first-class deployment artifacts is what makes real DataOps possible.

 

That’s why the on-ramp to DataOps.live is native CI/CD for Snowflake: it gives you the foundation to confidently manage production, accelerate delivery, and scale your data platform over time.

 
 

Is DataOps.live SOC 2 Type II compliant?

Does it support Snowflake RBAC?

Yes. It fully respects Snowflake role-based access controls.