DataOps.live Automated DBT Migration™

**Bring the power of DataOps to dbt™ projects**

dbt™ is foundational, but it relies on manual scripting, is cumbersome to manage, and can be difficult to scale without errors.

Automated DBT Migration from DataOps.Live changes that. It’s a Snowflake-native app designed to automate, orchestrate, and manage every aspect of your dbt™ projects. With features like dbt CI/CD, automated testing, and data pipeline management, it transforms dbt workflows into enterprise-scale, production-ready data pipelines.

**Important Note - Please read before activating**

This application can **only be activated** on a Standard/Enterprise (or higher) edition Snowflake account. If you are using a trial Snowflake account, please [click here](https://www.dataops.live/activate-dynamic-transformation-page) for an alternative method to access our applications.

When activating this application, please ensure that when prompted the **External Access Integration** is enabled, which allows the connection to DataOps.live APIs.

If you have any issues during the activation process, please **contact the [DataOps.live Support Team](mailto:[e-mail])**.

**Spend less time writing SQL scripts**

Have more time for building data products that drive trusted insights. Use Automated DBT Migration to simplify dbt model management, automate pipeline testing, and enforce governance at every stage of the dbt lifecycle.

Why Use DataOps.live? Rapidly operationalize your dbt™ models and make them production-ready with data operations (DataOps). An alternative to dbt™ Cloud, DataOps.live supports data transformation, ETL, and data product delivery at scale. It integrates seamlessly with Snowflake, bringing the power of lifecycle management, orchestration, and automated version control to your dbt projects.

DataOps.live is the Snowflake standard for building, testing, managing, and deploying all Snowflake workloads in a fully governed, audited setup — scaling to hundreds of data team members and supporting even the most complex data models.

**Simple Setup**

Once activated, the Streamlit app packaged with this native app will guide you through the final setup step by step. No manual configuration needed.

**Free to use. Start now.**

Automated CI/CD is free to use for up to 500 DataOps.live Credits per month. If your usage grows, we'll reach out with flexible pricing options tailored to your needs.

Need more scale? We offer discounted, capacity-based pricing. For information [contact us](mailto:[e-mail]).

**Questions?**

We're here to help! [Contact us](mailto:[e-mail]) any time.

原始信息汇总

DataOps.live Dynamic Transformation™ 数据集概述

数据集提供商

DataOps.live

定价信息

• 免费使用 + Snowflake基础设施成本
• 每月免费提供500个DataOps.live积分
• 超出部分提供灵活定价选项
• 支持容量折扣定价

主要功能

♾️ 管道自动化

• AI Copilot：使用AI辅助工具构建和迭代dbt™工作流
• 编排库：跨Snowflake管理开发、暂存和生产环境
• Git工作流：通过基于Git的工作流自动生成和部署dbt™ Core
• 文档生成器：自动化文档、合并请求和readme更新
• 管道向导：通过治理的自服务体验让非技术用户参与

🛡️ 治理与控制

• 管道策略：使用灵活的治理结构定义和应用部署标准
• 组件库：通过共享Git工作流、审批和环境可见性实现团队协作
• 保险库管理器：安全管理所有环境的秘密和凭证
• 日志簿：监控实时日志和系统事件
• 审计跟踪：维护每个模型变更和部署的完整审计跟踪

🧪 自动化测试

• 每次管道执行时自动运行模型测试
• 测试生成器：基于模式元数据和关系自动生成技术测试
• 策略验证器：验证业务规则以确保指标和逻辑一致性
• 部署保护：阻止未测试或失败模型进入生产环境
• 测试日志：跟踪测试历史以发现质量退化

安全特性

• 符合Native Apps Framework安全要求
• 基于角色的访问控制(RBAC)
• 提供账户级别权限管理
• 支持对象权限管理
• 支持连接管理
• 支持应用事件监控

云区域可用性

AWS

• 加拿大(中部)
• 欧盟(法兰克福)
• 欧盟(爱尔兰)
• 欧盟(伦敦)
• 其他16个区域

联系方式

• 销售: [e-mail]
• 支持: [e-mail]

类别

数据工程

法律条款

标准条款

搜集汇总

背景与挑战

背景概述

DataOps.live Automated DBT Migration™是一个Snowflake原生应用，旨在自动化、编排和管理dbt项目的各个方面，包括CI/CD、测试和管道管理，从而将dbt工作流转化为企业级生产就绪的数据管道。该应用仅适用于Standard/Enterprise及以上版本的Snowflake账户，并提供每月500积分的免费使用额度。