Healthcare
Pharma Documents, Regulatory and Life-Science R&D
Frontier LLMs for life-science R&D and regulatory authoring (Veeva Falcon Regulatory).
Named Models
Claude Opus 4.5AnthropicReleasednot in the notesRuns onnot in the notesClassLLM
Anthropic model behind Claude for Healthcare (11 Jan 2026), HIPAA-ready, with connectors for CMS Coverage, ICD-10, NPI, PubMed, Medidata and ClinicalTrials.gov.Commercial use: proprietary terms; Jakarta hosting: unknown; Indonesian support: not statedClaude Sonnet 4.5AnthropicReleasednot in the notesRuns onnot in the notesClassLLM
Anthropic model behind Claude for Life Sciences (20 Oct 2025); scores 0.83 on Protocol QA against a 0.79 human baseline. Also benchmarked by Cognite for Atlas AI.Commercial use: proprietary terms; Jakarta hosting: cross-region only; Indonesian support: not statedWhere this comes from
Models the research names for this use case. Research, with sources on each model record.
Who Runs It
production, 6
10x GenomicsCountry: USAClaude for Life SciencesVendor: AnthropicproductionDate20 Oct 2025Evidence: company statementConfidence: lowSource: anthropic.com, en.wikipedia.org
Broad InstituteCountry: USAClaude for Life SciencesVendor: AnthropicproductionDate20 Oct 2025Evidence: company statementConfidence: lowSource: anthropic.com, en.wikipedia.org
GenmabCountry: not in the notesClaude for Life SciencesVendor: AnthropicproductionDate20 Oct 2025Evidence: company statementConfidence: lowSource: anthropic.comNovo NordiskCountry: not in the notesClaude for Life SciencesVendor: AnthropicproductionDate20 Oct 2025Evidence: company statementConfidence: lowSource: anthropic.com
SanofiCountry: not in the notesClaude for Life SciencesVendor: AnthropicproductionDate20 Oct 2025Sanofi: used by most Sanofians dailyEvidence: company statementConfidence: lowSource: anthropic.com
SchrödingerCountry: not in the notesClaude for Life SciencesVendor: AnthropicproductionDate20 Oct 2025Evidence: company statementConfidence: lowSource: anthropic.comWhere this comes from
Documented uses by named organisations. The evidence column says who made the claim.
Candidate Models
SEA-HELM leaderboard, 58 models, SEA average
A general benchmark for this model class, not a test on this use case. SEA average and per-language (incl. Indonesian) scores for open-weight models. Higher is better. Showing 10 of 11.
Qwen3.6-35B-A3BAlibaba (Qwen) maintainer-run73.86Qwen3.5-35B-A3BAlibaba (Qwen) maintainer-run73.55
gemma-3-27b-itGoogle maintainer-run64.54
Gemma-SEA-LION-v4-27B-ITAI Singapore maintainer-run64.35
gpt-oss-20bOpenAI maintainer-run60.64
Llama-3.3-70B-InstructMeta maintainer-run60.44Qwen3-8BAlibaba (Qwen) maintainer-run60.33
GLM 4.7 FlashZ.ai (Zhipu) maintainer-run53.76Gemma-3-4B-itGoogle maintainer-run47.84
Nemotron 3 Nano 30B-A3BNVIDIA maintainer-run46.89050100
Nemotron-SEA-LION-v4.8-120B-A12BAI Singapore, LLMReleasedSep 2026open weightsIndonesian statedhas scoreslast 18 monthsNemotron-SEA-LION-v4.8-30B-A3BAI Singapore, LLMReleasedSep 2026open weightsIndonesian statedhas scoreslast 18 monthsQwen-SEA-LION-v4.5-27B-ITAI Singapore, LLMReleasedMay 2026open weightsIndonesian statedhas scoreslast 18 monthsQwen3.6-35B-A3BAlibaba (Qwen), LLMReleasedApr 2026open weightsruns on edgehas scoreslast 18 monthsNemotron 3 SuperNVIDIA, LLMReleased2026open weightsIndonesian statedhas scoreslast 18 monthsNemotron 3.5 Lightning 30B-A3BNVIDIA, LLMReleased2026open weightsIndonesian statedhas scoreslast 18 monthsgpt-oss-120bOpenAI, LLMReleasedAug 2025open weightsIndonesian statedhas scoreslast 18 months
Granite 4.2 8BIBM, LLMReleasedSep 2026open weightshas scoreslast 18 months
Hy4-previewTencent, LLMReleasedAug 2026open weightshas scoreslast 18 monthsGLM-5.3Z.ai (Zhipu), LLMReleasedAug 2026open weightshas scoreslast 18 monthsShowing 10 of 400. All models of this class
Where this comes from
Derived, not researched: models in the directory whose class matches a class this use case uses, excluding family records and models shut down or deprecated. Ranked by how many fit facts they meet, then by release date. Each fit fact is read from the model record.
Links
Sources
- Advancing Claude in healthcare and the life sciences anthropic.com https://www.anthropic.com/news/healthcare-life-sciences
- Claude for Life Sciences anthropic.com https://www.anthropic.com/news/claude-for-life-sciences
- Vault AI | Agentic AI in Vault Platform & AI Agents in Veeva Applications veeva.com https://www.veeva.com/products/veeva-ai/
- FDA Proposes Framework to Advance Credibility of AI Models Used for Drug and Biological Product Submissions fda.gov https://www.fda.gov/news-events/press-announcements/fda-proposes-framework-advance-credibility-ai-models-used-drug-and-biological-product-submissions
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Pharma Documents, Regulatory and Life-Science R&D", https://aurion.semai.id/usecases/hc-pharma-regulatory-documents/, records of October 2026.