SOFTWARE INTELLIGENCE PROFILE
Vectara (HHEM Hallucination Engine)
AI Evaluation & Testing
GenAI platform hosting the open Hughes Hallucination Evaluation Model (HHEM) for measuring factual consistency in RAG outputs.
What this platform provides
GenAI platform hosting the open Hughes Hallucination Evaluation Model (HHEM) for measuring factual consistency in RAG outputs.
Deployment & technical profile
Recorded export formats: HHEM Score Response, JSON
Profile completeness & evidence signals
These are transparent catalogue signals used for discovery and prioritisation. They do not establish legal compliance, procurement suitability or endorsement.
Operational capabilities
Relevant compliance capabilities
These are Navigator's recorded capability mappings, not a statement that the vendor itself makes an AI Act compliance guarantee.
- Article 15 (System Accuracy & Reliability)
- Supporting capability — output controls and evaluation
Recorded active / current scope
- Hughes Hallucination Evaluation Model (HHEM) Verification
Recorded prepare / transition scope
- Article 15 Continuous Factual Accuracy Audits
Recorded limitations
- RAG and hallucination evaluation tool; does not generate legal Annex IV dossiers
Evidence & standards
Labels below are separated by evidence type. A standard, framework, product capability or hosting note is not presented as a certification.
Certifications & attestations
Standards & frameworks
Other recorded evidence
Evidence trail
Automated monitoring records source availability and change signals. Non-material changes may be automatically assured; material regulatory, certification, commercial or technical changes remain subject to editorial confirmation.
- Human review required — https://www.vectara.com/ (checked 2026-10-09)
View recorded source URLs
This profile is informational and based on source information recorded in the Navigator dataset. “Source-checked” describes the Navigator's editorial/data process; it is not a legal certification, conformity assessment, endorsement, or guarantee of regulatory compliance.
Framework reference: Regulation (EU) 2024/1689 · Profile reviewed: 8 Oct 2026