Language-access evidence
Readable analysis of interpreter access, communication risk, and the limits of what published studies can support.
Efatha Insights
Practical guidance for language access in clinical care.
Research interpretation, clinical workflow guidance, security explanations, and responsible AI perspectives, written for the people evaluating and using language-access technology.
Insights, not content for content’s sake.
A future home for evidence, implementation guidance, and responsible product thinking.
Evidence and guidance worth returning to.
Insights gives Efatha room to publish sourced research notes, implementation guidance, security explainers, and responsible product thinking, not a generic content feed.
Responsible clinical AI
Practical guidance for evaluating AI interpretation without overstating clinical performance or replacing judgment.
Security and implementation
Clear explanations of privacy controls, procurement questions, rollout planning, and workflow adoption.
Latest and planned
Useful resources, built one at a time.
Each Insight is published when the full article is ready, and new topics are added over time.
Published · Implementation
How to introduce in-room interpretation without a hardware rollout
A practical rollout plan for operations and language access leaders: start on the devices you already manage, pilot one workflow, and expand on evidence instead of equipment.
Published · Security
A practical security checklist for AI interpretation
A vendor-neutral set of questions for security, compliance, and procurement teams evaluating AI interpretation, covering encryption, shared devices, access control, deletion, and the paperwork that matters.
Published · Evidence review
What published research says about language access in clinical care
A sourced review of interpreter use, communication errors, and emergency-department outcomes, and what the studies can and cannot support.
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