DataAware™
Pulse Survey
Learn about the latest trends, best practices, and priorities of data teams.

Learn About The Top Data Trends
Dive into the DataAware Pulse Survey — an exploration into leading data teams’ sentiment, trends, and best practices.

What did we learn?
Ascend deeply integrates with Snowflake’s most powerful capabilities — from Snowpark to Cortex — so your team can automate smarter, develop faster, and make the most of your Snowflake investment.
01
Data teams are more productive than ever, but still struggling to keep up with demand.
02
The leading cause of productivity loss?
Maintaining existing systems.
Maintaining existing systems.
03
Automation is a critical priority, but data teams need support to achieve it.
04
Generative AI adoption has soared, boosting productivity and driving business impact. But some key groups are still missing out.
05
Data leaders are poised to help their teams adopt AI.
06
Data quality is a major pain
point for teams.
07
Many data practitioners struggle to get access to the data & systems they need to effectively do their work.
08
Data mesh & data
fabric are still a hot commodity.