We've been building and deploying proprietary AI models to streamline life sciences workflows for more than 10 years, helping life sciences teams reliably get their products to market and keep them there.
Regulatory Enforcement Actions
Our extensive and growing library of proprietary AI models is trained exclusively on our expansive corpus of high-quality life sciences data—not on the open internet or client data. This ensures clinical accuracy, regulatory relevance, and complete protection of your intellectual property.
25+ Proprietary AI Models Deployed
3 Types of AI Models Drive Efficient Workflows
10+ Years Building and Deploying Fit-for-Purpose AI
100% Trained on Life Sciences Data
More than 25 large language, machine learning, and natural language processing models work together to deliver streamlined, fit-for-purpose workflows.
deliver intelligent insights, answer complex questions and create comprehensive summaries
models identify and extract content, enabling precise comparisons
models deliver smart recommendations and accurate language translations
Our models are applied to a robust proprietary ontology and consistently exceed industry precision benchmarks. This delivers more accurate results for labeling and regulatory intelligence workflows.
Our proprietary generative AI/large language models operate in a completely closed ecosystem. Your data, prompts, and insights never leave our secure platform or touch the open internet. We never store or use your prompts.
Gain dramatic efficiencies by letting our AI streamline your workflows and automate routine tasks, reducing review cycles and eliminating manual data gathering.
Strategize with full and contemporary visibility into the regulatory landscape. Automated notifications keep you informed as market insights change, delivering the right evidence at the right time.
Leverage shared insights across your organization, increasing collaboration between regulatory affairs, PV/safety, clinical development medical affairs, and commercial teams.
Drawing on more than 20 years of industry knowledge and experience, our models understand regulatory nuance, clinical context, and therapeutic area specificity.
Our hybrid models combine machine intelligence with expert human validation to maximize accuracy and trust. And you are always in control of how you leverage the AI based on your deep expertise.
"In regulatory affairs, speed means nothing without confidence. At Dr. Evidence, we combine AI with deep domain expertise to deliver insights that are not just fast, but trusted, defensible, and ready for decision-making."
Curated search strings refined by regulatory experts
Clinical validation at critical decision points
Automated testing combined with subject matter expert review
Continuous model improvement informed by expert feedback
Centralized documentation of all AI requirements
Our commitment to security, privacy, and quality is embedded in every aspect of our AI development and deployment.
Our commitment to security, privacy, and quality is embedded in every aspect of our AI development and deployment.
No client data, search histories, prompts, or results are ever shared outside of the Dr.Evidence platform.
No use of off-cloud SaaS services including indexing and vector data stores. No client data, search histories, prompts, or results are ever shared outside of the Dr.Evidence platform.
No reliance on third-party LLMs or embedding models residing outside our private cloud.
AI models trained only on public or commercially licensed content—never on client data.
Dual-layer process combining automated testing with human clinical validation by subject matter experts.
See how our proprietary AI models can transform your labeling and regulatory workflows while keeping your data completely secure.
Whether you’re tracking label changes, preparing submissions, or analyzing competitive prior precedent, Dr.Evidence helps you move faster with confidence. Reach out, and our team will follow up to understand your needs and show you what’s possible.
