Lanfear AI Labs is a boutique AI consulting firm with a growing product and applied research practice, founded by Nathan Lanfear, PhD in Applied Mathematics.



We deliver end-to-end solutions in data strategy, machine learning, and AI deployment. Our work spans large language models (LLMs), forecasting, simulation, and custom AI systems across industries including business, healthcare, and precision medicine.



We help organizations design, build, and operationalize intelligent systems that turn complex data into real-world impact.



What we do

• Consulting & Advisory: End-to-end support in data strategy, model development, and AI deployment—with a specialty in large-language-model (LLM) systems, forecasting, and simulation. We support clients across industries—from business and finance to healthcare and precision medicine—transforming data into strategic outcomes.



• AI-Powered Products: We are building AI-powered solutions for everyday challenges, business innovation, personal growth, and business growth.



• Applied Research: We’re laying the groundwork for a research arm focused on emerging methods, simulation, and real-world experimentation—bridging the gap between academic AI and practical deployment.



How we work

Discover → Prototype → Deploy & Scale.

We deliver proof-of-value in weeks, then help teams integrate securely and measure ROI. Lanfear AI Labs operates like a startup: lean, fast iteration, and hands-on delivery from strategy to deployment.



Typical consulting engagements

• AI-product incubation (prototype → MVP)

• LLM / Gen-AI use-case design and implementation

• ML modeling for decision support

• MLOps & data-platform architecture



Need strategic AI horsepower without the overhead of a large vendor? Let’s connect.