Evaluations for Medical & Pharmaceutical LLM Systems

We provide evaluators to detect failures in medical and pharmaceutical applications. We can evaluate the following types of LLM systems:

• Patient-facing medical assistants and chatbots
• Multimodal-based clinical transcripts
• Summaries of diseases, drugs, clinical research
• Physician-facing assistants

Evaluation Suggestions

Guardrails

• PHI detection
• Prompt injections
• Explicit content
• Harmful advice
• Sensitive topics
• Hate speech
• Racial bias
• Toxicity

Clinical

• Clinical appropriateness
• Clinical relevance
• Clinical safety
• Clinical / pharmaceutical accuracy
• Conciseness + helpfulness of agent
• Tone control

RAG-based

• Hallucination
• Answer relevance
• Context relevance
• Context sufficiency