Pitch prep took days of manual searching. AI retrieves clips from 10M assets in <300ms, cutting proposal timelines from 7 days to 2.
An AI-powered creative platform serving over 2,000 teams supports directors and agencies by managing a library of nearly 10 million video assets.
Preparing commercial concepts took days due to manual searches through folders, while the platform's self-managed database struggled with memory...
“We tested every mainstream vector database, and Milvus delivered the best overall performance.”
AI-powered video reference search and storyboard platform for creators.
Vector database platform for building and scaling AI applications.
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Granular editing tools caused database costs to balloon. Zilliz Cloud cut expenses by 7x while retrieving cohesive audio loops.
Search slowed to 1000ms as transcripts hit 30M hours. Migrating the vector engine cut latency to 100ms—10x faster.
One-hour videos took 20 minutes to transcribe. A new inference engine processes them in 15 seconds.
SSetup and data analysis held back shops for weeks. AI now runs those workflows, helping merchants land their first sale in days.
Serial testing bottlenecked development. Now, parallelized checks validate hundreds of complex conversation paths in seconds.
Analysts spent days manually merging data. GenAI now generates localized campaign summaries for 20 audiences across six countries.
Manual ad production took months. Now, teams use AI to predict performance and generate creative in just 5 days.