250M+ uploads lacked tags, limiting search. AI now auto-generates metadata, cutting churn by 7% and boosting sign-ups by 7%.
A global digital library hosts over 250 million pieces of content, ranging from user-uploaded research papers and pitch decks to publisher-distributed audiobooks.
User-uploaded files often lacked essential details like titles or descriptions, making content impossible to find via keyword search and hurting SEO....
“We’re moving toward a future where AI is embedded directly into how users search, explore and engage with content. It’s not a separate feature — it’s becoming core to the product experience. Databricks gives us the foundation to keep pushing forward.”
Digital library and document sharing platform for academic and professional content.
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
Models missed plot twists hidden in dialogue. Fusing text and video data now automates narrative summaries in four languages.
Staff waited 24 hours for answers scattered across wikis. An AI agent now resolves queries in under 30 seconds.
Staff manually read every new title. Agents now interpret visuals and text to auto-generate content tags.
Fragmented systems bottlenecked model updates. Automated pipelines cut infrastructure work 90% and sped up deployment 20%.
Navigating 100,000 medical codes manually stalled billing. AI now predicts and routes them to EHRs, cutting manual work by 70%.
Manually illustrating vintage assets would have tripled production time. Now, a 3-person team uses AI to generate and animate the visuals.
Custom analytics required months of full-stack development. Now, self-serve AI apps connect analysts directly to data models.
Analyzing 10TB of weekly telemetry took IT specialists days. Now, engineers ask AI in natural language to instantly retrieve charts.
Hundreds of pages per board book slowed director prep. Now, isolated AI securely condenses sensitive materials into actionable briefs.
250M+ uploads lacked tags, limiting search. AI now auto-generates metadata, cutting churn by 7% and boosting sign-ups by 7%.
A global digital library hosts over 250 million pieces of content, ranging from user-uploaded research papers and pitch decks to publisher-distributed audiobooks.
User-uploaded files often lacked essential details like titles or descriptions, making content impossible to find via keyword search and hurting SEO....
“We’re moving toward a future where AI is embedded directly into how users search, explore and engage with content. It’s not a separate feature — it’s becoming core to the product experience. Databricks gives us the foundation to keep pushing forward.”
Digital library and document sharing platform for academic and professional content.
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
Models missed plot twists hidden in dialogue. Fusing text and video data now automates narrative summaries in four languages.
Staff waited 24 hours for answers scattered across wikis. An AI agent now resolves queries in under 30 seconds.
Staff manually read every new title. Agents now interpret visuals and text to auto-generate content tags.
Fragmented systems bottlenecked model updates. Automated pipelines cut infrastructure work 90% and sped up deployment 20%.
Navigating 100,000 medical codes manually stalled billing. AI now predicts and routes them to EHRs, cutting manual work by 70%.
Manually illustrating vintage assets would have tripled production time. Now, a 3-person team uses AI to generate and animate the visuals.
Custom analytics required months of full-stack development. Now, self-serve AI apps connect analysts directly to data models.
Analyzing 10TB of weekly telemetry took IT specialists days. Now, engineers ask AI in natural language to instantly retrieve charts.
Hundreds of pages per board book slowed director prep. Now, isolated AI securely condenses sensitive materials into actionable briefs.