Data Software-as-a-Service: The Case for a Hybrid Deployment Architecture

March 17, 2021 by

Lior Gavish & Kevin Stumpf As founders of companies that build solutions designed to help teams deliver on the promise of data, we knew we wanted to build great products that are easy to deploy and manage for our customers.  We also knew …

Thought Leadership

Back to the Future: Solving the time-travel problem in machine learning

July 6, 2020 by

In Back to the Future II, Marty McFly gets an idea to purchase a sports almanac in the future and bring it back to the past to use for betting. Doc Brown warns him not to profit from time travel because information from the future could create …

Thought LeadershipOperational & Real-Time Machine Learning

Why We Need DevOps for ML Data

April 28, 2020 by

Getting machine learning (ML) into production is hard. In fact, it’s possibly an order of magnitude harder than getting traditional software deployed. As a result, most ML projects never see the light of production-day and many organizations simply …

Thought Leadership