Manual labeling slowed updates for 6B daily safety checks. GenAI prioritization cut human review loads by 95%.
An education technology platform serving half of U.S. K–12 students processes 4 to 6 billion daily AI inferences to filter content and prevent self-harm.
Fragmented infrastructure struggled to handle the massive volume of real-time inferences required to block inappropriate sites. Additionally, manual...
“Databricks helps us move faster and operate more efficiently so we can focus on what matters most — protecting students and supporting educators. It’s been a game changer for scaling our safety initiatives while reducing costs.”
Web filtering, classroom management, and student safety platform for K-12 schools.
Databricks is a Big Data company that offers a unified analytics platform for data science, engineering, and analytics teams.
Related implementations across industries and use cases
Teachers lost hours connecting scattered data. Claude securely aggregates records to spot at-risk students instantly.
Class sizes left the "middle 80%" of students unseen. AI agents now coach learners, surfacing gaps for immediate human intervention.
Staff waited 24 hours for answers scattered across wikis. An AI agent now resolves queries in under 30 seconds.
Keyword filters missed toxic sarcasm. Analysts now deploy GenAI safety models via SQL in one day, scanning millions of posts instantly.
Teams manually reviewed tens of thousands of creatives image-by-image. Now, AI vision models verify policy compliance instantly.
Staff waited 24 hours for answers scattered across wikis. An AI agent now resolves queries in under 30 seconds.
Filming and editing took months. Teams now bypass the camera, using AI avatars to generate and localize content in hours.
Analyzing 10TB of weekly telemetry took IT specialists days. Now, engineers ask AI in natural language to instantly retrieve charts.
Custom hardware bottlenecked imaging. A switch to software-defined GPUs now renders photorealistic 3D hearts in real time.
Manual labeling slowed updates for 6B daily safety checks. GenAI prioritization cut human review loads by 95%.
An education technology platform serving half of U.S. K–12 students processes 4 to 6 billion daily AI inferences to filter content and prevent self-harm.
Fragmented infrastructure struggled to handle the massive volume of real-time inferences required to block inappropriate sites. Additionally, manual...
“Databricks helps us move faster and operate more efficiently so we can focus on what matters most — protecting students and supporting educators. It’s been a game changer for scaling our safety initiatives while reducing costs.”
Web filtering, classroom management, and student safety platform for K-12 schools.
Databricks is a Big Data company that offers a unified analytics platform for data science, engineering, and analytics teams.
Related implementations across industries and use cases
Teachers lost hours connecting scattered data. Claude securely aggregates records to spot at-risk students instantly.
Class sizes left the "middle 80%" of students unseen. AI agents now coach learners, surfacing gaps for immediate human intervention.
Staff waited 24 hours for answers scattered across wikis. An AI agent now resolves queries in under 30 seconds.
Keyword filters missed toxic sarcasm. Analysts now deploy GenAI safety models via SQL in one day, scanning millions of posts instantly.
Teams manually reviewed tens of thousands of creatives image-by-image. Now, AI vision models verify policy compliance instantly.
Staff waited 24 hours for answers scattered across wikis. An AI agent now resolves queries in under 30 seconds.
Filming and editing took months. Teams now bypass the camera, using AI avatars to generate and localize content in hours.
Analyzing 10TB of weekly telemetry took IT specialists days. Now, engineers ask AI in natural language to instantly retrieve charts.
Custom hardware bottlenecked imaging. A switch to software-defined GPUs now renders photorealistic 3D hearts in real time.