Granular editing tools caused database costs to balloon. Zilliz Cloud cut expenses by 7x while retrieving cohesive audio loops.
An AI-driven music platform serving 1.5 million creators and generating over 6 million royalty-free tracks for filmmakers, podcasters, and game developers.
As the platform added fine-grained editing capabilities, frequent queries caused costs to balloon on their previous managed database service. Network...
“When we realized we could do better and couldn't store everything on disk as we scaled, we started looking at alternatives. We needed something that would allow us to clean up our code base by removing all the functions doing similarity operations and replacing them with simple queries.”
Generative AI platform for creating royalty-free background music and sound effects.
Vector database platform for building and scaling AI applications.
Related implementations across industries and use cases
Pitch prep took days of manual searching. AI retrieves clips from 10M assets in <300ms, cutting proposal timelines from 7 days to 2.
Search slowed to 1000ms as transcripts hit 30M hours. Migrating the vector engine cut latency to 100ms—10x faster.
Cloud negotiations took weeks while usage tripled. Migrating to optimized H100s cut costs 60% and sped up inference 3x.
Serial testing bottlenecked development. Now, parallelized checks validate hundreds of complex conversation paths in seconds.
SSetup and data analysis held back shops for weeks. AI now runs those workflows, helping merchants land their first sale in days.
Lab supply orders were handwritten in notebooks. Digital ordering now takes seconds, saving 30,000 hours for research annually.
Experts spent 15 minutes pulling data from scattered systems. Natural language prompts now generate detailed reports instantly.