# Outlier Systems > AI strategy and implementation for life sciences, pharma, and biotech. ## About Outlier Systems solves the hard problems at the intersection of AI and life sciences. We work with pharma, biotech, and life sciences companies on AI strategy, implementation, and deployment in regulated environments. ## Founder Dave Latshaw II, PhD, MBA — Founded and exited a pharmatech company. Led AI and digital strategy at Johnson & Johnson. PhD in computational biophysics. Wharton MBA. Recognized by the National Academy of Engineering, World Economic Forum, and Forbes. Website: https://davelatshawii.com ## Services - **AI Strategy & Architecture**: Designing the AI operating model — what to build, what to buy, where to start, and how to scale. - **Implementation & Deployment**: Hands-on building. Taking AI from concept to production in regulated environments. Model development, MLOps, validation pathways, GxP compliance. - **Technology Turnaround & Modernization**: Fixing broken technology organizations. When the platform, the team, and the process all need to change at once. - **Digital Product Strategy**: AI-driven product strategy for regulated markets. Go-to-market, pricing, enterprise sales infrastructure, and product-market fit where compliance isn't optional. - **PE/VC Portfolio Support**: Technology and AI diligence, post-acquisition assessments, value creation planning, and turnaround execution for portfolio companies. ## Industries - Pharmaceuticals - Biotechnology - Life Sciences - Healthcare Technology ## Contact - Website: https://outliersys.com - Email: hello@outliersystems.com