Keyword search choked on 500k files. Switching to vector embeddings now scales detection to 250M audio fingerprints in real time.
A global rights technology platform tracks billions of music snippets daily across YouTube, TikTok, and broadcast media to ensure accurate royalty attribution.
The company's legacy Elasticsearch stack was designed for text keywords, not the high-dimensional vector similarity needed to identify audio...
“We were operating at the edge of what was possible with our old system.”
Music rights management and licensing software for creators and publishers.
Vector database platform for building and scaling AI applications.
Orfium's Music copyright detection is part of this use case:
Related implementations across industries and use cases
Processing trillion-token datasets took months. A native vector engine cut deduplication costs 5x and doubled processing speed.
Daily updates delayed new content. A unified database now runs twice-daily refreshes with zero downtime.
Data silos across 300+ products made navigating fiscal regulations slow. A unified AI assistant now securely answers complex user queries.
Search lagged over 1s during homework spikes. Moving to Zilliz Cloud cut latency 70%, delivering answers 5x faster.
Queries for "night view" missed "scenic evenings." AI now matches intent across 1.2M properties in <100ms, regardless of phrasing.
Accountants manually scoured mailboxes to assemble 15 subsidiary workbooks. Now, staff-built AI agents pull invoice data for instant review.
Surging calls caused long holds and overtime. A 24/7 AI voice agent handles routine payroll, freeing 700 HR partners for advisory work.
A 200% yearly data expansion bottlenecked global operations. Now, AI accelerates coding, drafts recipe cards, and resolves inquiries.
Moderation couldn't keep pace with 600M users. AI agents now filter toxicity while models recognize 2.5B objects to refine search.
Keyword search choked on 500k files. Switching to vector embeddings now scales detection to 250M audio fingerprints in real time.
A global rights technology platform tracks billions of music snippets daily across YouTube, TikTok, and broadcast media to ensure accurate royalty attribution.
The company's legacy Elasticsearch stack was designed for text keywords, not the high-dimensional vector similarity needed to identify audio...
“We were operating at the edge of what was possible with our old system.”
Music rights management and licensing software for creators and publishers.
Vector database platform for building and scaling AI applications.
Orfium's Music copyright detection is part of this use case:
Related implementations across industries and use cases
Processing trillion-token datasets took months. A native vector engine cut deduplication costs 5x and doubled processing speed.
Daily updates delayed new content. A unified database now runs twice-daily refreshes with zero downtime.
Data silos across 300+ products made navigating fiscal regulations slow. A unified AI assistant now securely answers complex user queries.
Search lagged over 1s during homework spikes. Moving to Zilliz Cloud cut latency 70%, delivering answers 5x faster.
Queries for "night view" missed "scenic evenings." AI now matches intent across 1.2M properties in <100ms, regardless of phrasing.
Accountants manually scoured mailboxes to assemble 15 subsidiary workbooks. Now, staff-built AI agents pull invoice data for instant review.
Surging calls caused long holds and overtime. A 24/7 AI voice agent handles routine payroll, freeing 700 HR partners for advisory work.
A 200% yearly data expansion bottlenecked global operations. Now, AI accelerates coding, drafts recipe cards, and resolves inquiries.
Moderation couldn't keep pace with 600M users. AI agents now filter toxicity while models recognize 2.5B objects to refine search.