Hallucinations capped accuracy at 75%. Hybrid search across 14 million chunks now delivers 90%+ accuracy.
An enterprise AI provider enabling RAG agents for businesses, managing repositories with up to 14 million chunks across more than 60,000 diverse documents.
Traditional RAG solutions using frozen components suffered from hallucinations, typically achieving only 65% to 75% accuracy even after fine-tuning....
“Elastic's comprehensive support for BM25, combined with its vector search capabilities within the same database, means we can conduct both types of searches simultaneously without the complexity of managing separate services.”
Enterprise AI platform for context engineering and retrieval-augmented generation.
Search AI platform for enterprise search, observability, and security solutions.
Related implementations across industries and use cases
Similarity search mixed up Q3 and Q4 earnings. Hybrid AI now anchors retrieval with keywords and learns from human fixes instantly.
Managing storage consumed engineering bandwidth. Offloading infrastructure let the team focus on algorithms and reach #1 RAG accuracy.
Manual review of sensitive files took two days. AI agents now finish the work in one hour.
Similarity search mixed up Q3 and Q4 earnings. Hybrid AI now anchors retrieval with keywords and learns from human fixes instantly.
Legacy tools choked on billions of records. A central vector store now unifies fragmented apps for 5x faster, context-aware search.
Scattered spreadsheets couldn't catch AI hallucinations. Now, automated LLM judges evaluate every prompt change to block regressions.
Moderation couldn't keep pace with 600M users. AI agents now filter toxicity while models recognize 2.5B objects to refine search.
Hundreds of pages per board book slowed director prep. Now, isolated AI securely condenses sensitive materials into actionable briefs.
Experts spent 15 minutes pulling data from scattered systems. Natural language prompts now generate detailed reports instantly.
Hallucinations capped accuracy at 75%. Hybrid search across 14 million chunks now delivers 90%+ accuracy.
An enterprise AI provider enabling RAG agents for businesses, managing repositories with up to 14 million chunks across more than 60,000 diverse documents.
Traditional RAG solutions using frozen components suffered from hallucinations, typically achieving only 65% to 75% accuracy even after fine-tuning....
“Elastic's comprehensive support for BM25, combined with its vector search capabilities within the same database, means we can conduct both types of searches simultaneously without the complexity of managing separate services.”
Enterprise AI platform for context engineering and retrieval-augmented generation.
Search AI platform for enterprise search, observability, and security solutions.
Related implementations across industries and use cases
Similarity search mixed up Q3 and Q4 earnings. Hybrid AI now anchors retrieval with keywords and learns from human fixes instantly.
Managing storage consumed engineering bandwidth. Offloading infrastructure let the team focus on algorithms and reach #1 RAG accuracy.
Manual review of sensitive files took two days. AI agents now finish the work in one hour.
Similarity search mixed up Q3 and Q4 earnings. Hybrid AI now anchors retrieval with keywords and learns from human fixes instantly.
Legacy tools choked on billions of records. A central vector store now unifies fragmented apps for 5x faster, context-aware search.
Scattered spreadsheets couldn't catch AI hallucinations. Now, automated LLM judges evaluate every prompt change to block regressions.
Moderation couldn't keep pace with 600M users. AI agents now filter toxicity while models recognize 2.5B objects to refine search.
Hundreds of pages per board book slowed director prep. Now, isolated AI securely condenses sensitive materials into actionable briefs.
Experts spent 15 minutes pulling data from scattered systems. Natural language prompts now generate detailed reports instantly.