Summary

Hallucinations in enterprise search start as failures of control from retrieval to release, and hallucination mitigation depends on four control layers. In this white paper, we explore how building reliable enterprise AI depends on engineering a comprehensive runtime architecture that enforces accountability and traceability at every stage of the search process.

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Agentic intelligence layer powering commerce discovery

Recognized by IDC, Gartner, Forrester, and Paradigm B2B, Algolia helps enterprises turn search into a growth engine for AI-native experiences.

Gartner 2026 Magic Quadrant for Search and Product Discovery

A leader for the third consecutive year

Algolia is recognized as a Leader in the 2026 Gartner® Magic Quadrant™ for Search and Product Discovery as the market shifts toward AI-powered, agentic discovery.

Forrester Total Economic Impact™

Increased Operating Profit and Improved Efficiency

A Forrester Consulting study found Algolia delivered $3.1M NPV over three years, helping commerce teams improve relevance, automate merchandising, and grow revenue

IDC MarketScape

Named a leader in knowledge discovery

IDC recognized Algolia as a leader in general-purpose knowledge discovery software, citing the growing role of search in AI-powered workflows and enterprise knowledge experiences

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Top scores across every B2B category

Algolia earned 12 medals across 12 categories in Paradigm B2B’s 2025 Enterprise Combine for Search and Discovery, with customers praising speed, transparency, analytics, and ease of use

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Hallucination mitigation in enterprise search