October 6, 2022
Three Ways a Semantic Layer Helps Scale AI and BIAtScale partnered with the DBT Institute to research current sentiment among analytics professionals on the impact a semantic layer has on enterprise analytics. The recently released report, “The Business Impact of Using a Semantic Layer for AI and BI,” examines…
October 4, 2022
Getting Started with a Semantic Layer with Snowflake and AtScaleMore than 10 years after the explosion of big data analytics technologies, data scientists still spend nearly half their time on data preparation. Despite all their hard work preparing data for use, 86% of the data used to create insights…
September 29, 2022
The Rise of the Semantic Layer: Enabling Speed, Scale and Cost Effectiveness To Deliver Actionable Insights and AnalyticsIt’s hard to believe that just 15 years ago, big data and cloud technology emerged with the introduction of Hadoop and cloud vendor offerings. Over the past 5 years, most enterprises have moved to the cloud, motivated by the dual…
September 27, 2022
How to Use the Best AutoML Tools to Scale ML…with CautionThe use of AutoML products has increased drastically in the last few years as AI has become more widely applied in the modern data analytics stack. And there’s still potential for more growth in the years ahead; according to recent…
September 22, 2022
Using the Semantic Layer for AI/ML Product DevelopmentThe influx of data has increased exponentially over the last decade. As illustrated below, data creation is expected to grow by 86% by 2025 due to an increased digital footprint during the pandemic. [caption id="attachment_20629" align="aligncenter" width="450"] Source: https://www.statista.com/statistics/871513/worldwide-data-created/[/caption] Many…
September 20, 2022
Why the Semantic Layer Is Critical to the Hub-and-Spoke Analytics ModelAtScale had the opportunity to collaborate with Andrew Brust, Founder & CEO of Blue Badge Insights, to explore the history of the semantic layer concept. This post is a summary of his perspective published in a recent whitepaper, The Semantic…
September 15, 2022
Now Available: AI-Link Lab EnvironmentAt AtScale, we believe in applying data to solve key challenges in the modern data stack for the enterprise. Bringing together key data personas to align on objectives, data, and definitions is crucial for the successful deployment of analytics and…
September 13, 2022
Announcement: Semantic Layer Summit Speakers, Sessions & SponsorsIt’s official! We're excited to announce the full lineup of speakers, sessions, and sponsors for the 2022 Semantic Layer Summit on September 28th. It is a FREE, fully virtual one-day event from 10:30AM - 4:30PM ET. There's a lot to…
September 8, 2022
How to Use a Semantic Layer and Augmented Intelligence to Empower Data ConsumersIn my talk with AI Evangelist, Ben Taylor, we discussed how to use a Semantic Layer and augmented intelligence (AI) to bridge the gap between AI and business intelligence (BI) teams to drive business impact. DataRobot is a powerful enterprise…
September 1, 2022
How to Go Beyond Data Storytelling to ML and AI StorytellingThis post written by Zach Eslami in collaboration with Jeff Curran. Storytelling is an art and a skill. Any good storyteller knows it’s always tricky finding that sweet spot to explain a concept so that it’s detailed, but doesn’t overwhelm.…
