Skip to content
DataOps.live Professional EditionNEW
Purpose-built environment for small data teams and dbt Core developers.
DataOps.live Enterprise
DataOps.live is the leading provider of Snowflake environment management, end-to-end orchestration, CI/CD, automated testing & observability, and code management, wrapped in an elegant developer interface.
Spendview for Snowflake FREE

 

An inexpensive, quick and easy way to build beautiful responsive website pages without coding knowledge.
Getting Started
Docs- New to DataOps.liveStart learning by doing. Create your first project and set up your DataOps execution environment.
Join the Community
Join the CommunityFind answers to your DataOps questions, collaborate with your peers, share your knowledge!
#TrueDataOps Podcast
#TrueDataOps PodcastWelcome to the #TrueDataOps podcast with your host Kent Graziano, The Data Warrior!
Academy
DataOps AcademyEnroll in the DataOps.live Academy to take advantage of training courses. These courses will help you make the most out of DataOps.live.
Resource Hub
On-Demand Resources: eBooks, White Papers, Videos, Webinars

Learning Resources
A collection of resources to support your learning journey.

Customer stories
Events
Connect with fellow professionals, expand your network, and gain knowledge from our esteemed product and industry experts.
#TrueDataOps.org
#TrueDataOps.Org#TrueDataOps is defined by seven key characteristics or pillars:
Blogs
Stay informed with the latest insights from the DataOps team and the vibrant DataOps Community through our engaging DataOps blog. Explore updates, news, and valuable content that keep you in the loop about the ever-evolving world of DataOps.
In The News

In The News

Stay up-to-date with the latest developments, press releases, and news.
About Us
About UsFounded in 2020 with a vision to enhance customer insights and value, our company has since developed technologies focused on DataOps.
Careers

Careers

Join the DataOps.live team today! We're looking for colleagues on our Sales, Marketing, Engineering, Product, and Support teams.
DataOps.liveDec 5, 2023 2:30:54 PM3 min read

Introducing your co-pilot for data product management: DataOps.live Assist

Highlights of the Fall ’23 release of DataOps.live 

How can you make an industry-leading data product management platform even better? By adding an AI-augmented experience that helps data engineers, data product owners, and developers work even faster. 

Introduced in the Fall 2023 platform release, the AI-powered DataOps.live Assist helps data engineers become even more productive in data product management, creating SQL and Python models. It helps data product owners benefit from augmented code reviews and easier merge requests. And that’s just the beginning. 

With an elegant user interface, it simplifies orchestration and enables teams to develop faster, in parallel, with full data product lifecycle management, unified observability, and complete data assurance. 

AI is in everybody’s minds these days, and we wanted to apply the technology creatively and appropriately in a #TrueDataOps context,” explains Thomas Steinborn, VP Products, DataOps.live, adding that “A core design principle with DataOps.live Assist is that your Snowflake data is always protected. No Snowflake data is sent to the AI—the DataOps.live platform only sends the prompt and tokenized SQL/Python—not raw code.” 

“Bringing generative AI into the DataOps mix is designed to make peoples’ lives easier and more productive. DataOps.live Assist gives individuals, teams, and their organizations a head start.” 

 

Increased productivity, improved observability, easier collaboration 

So how can DataOps.live Assist help? “It increases your productivity by suggesting appropriate data transformations when creating a new model, for example” Thomas continues. “It helps you to generate models from natural language inputs. And it makes it easier to share everything you do across the organization, starting with your own team.”  

It also accelerates documenting a project, with DataOps.live Assist recommending what documentation should be included. Thomas adds, “Since everything is backed by Git, you always have the ability to review and choose which changes and updates you want to commit to. Assist also helps you to onboard new team members fast, helping them to become more confident and efficient more quickly.”  

A summary of a model is provided in one or more paragraphs, helping colleagues to pick up existing models and get to work rapidly on new development activities. “This is particularly useful for complex and lengthy SQL, when understanding 1000+ lines of SQL with many CTEs can be a painful prospect.” In addition, DataOps.live Assist summarizes merge requests, with a more detailed description of all changes. This further accelerates activity, enabling easier review, approval and collaboration.  

And when pipelines fail, DataOps.live Assist provides you with blameless root cause analysis, helping data engineers and developers identify the why behind pipeline failures far more quickly than previously. This capability includes the provision of guided actions for ephemeral network failures.  

 

What else is in the Fall ’23 release? 

In addition to making AI accessible through DataOps.live Assist, additions to the DataOps.live development environment are now available to all customers in public preview. 

  • Snowflake Infrastructure as Code 
  • Data modeling and transformation 
  • Snowpark and Streamlit development 
  • Data product development 
  • First-time user set-up: Get started 
  • Using your Snowflake login from the IDE 

Thomas Steinborn adds, “We’ve also updated the visual look and feel of the environment, including improved contrast. This means you can navigate more easily—for example, to go from the navigation bar to the Observe section, and specifically Spendview for Snowflake, with updates there including improved user management. These and other additions are all about making life easier and more productive—putting you in control. 

“Last but not least, and closely related to the development environment, you can now use the Web IDE to launch an environment that is extremely similar to the DataOps development environment—however, the only thing you can do is edit your files, using a far more comfortable interface. It’s ideal for ad hoc users who might want to change a single file, as well as making life easier for people whose daily tasks involve 100% development" 

For more details watch the Fall ’23 Launch Webinar

Fall 23 Product Launch V3-1

 

RELATED ARTICLES