AI case study

Contextual AIDocument retrieval

Hallucinations capped accuracy at 75%. Hybrid search across 14 million chunks now delivers 90%+ accuracy.

Published|4 months ago

Key results

RAG Accuracy
95%

Result highlights

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The story

Context

An enterprise AI provider enabling RAG agents for businesses, managing repositories with up to 14 million chunks across more than 60,000 diverse documents.

Challenge

Traditional RAG solutions using frozen components suffered from hallucinations, typically achieving only 65% to 75% accuracy even after fine-tuning....

Solution
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Quotes

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The company

Contextual AI logo

Contextual AI

contextual.ai

Enterprise AI platform for context engineering and retrieval-augmented generation.

IndustrySoftware & Platforms
LocationMountain View, CA, USA
Employees11-50
Founded2023

The AI provider

Search AI platform for enterprise search, observability, and security solutions.

IndustrySoftware & Platforms
LocationMountain View, CA, USA
Employees1K-5K
Founded2012

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