From the creators of PyMC
Bayesian Intelligence
for Marketing Finance Pharma Sports
About Us
Get To Know Us
We are PyMC Labs, the company behind the world's most popular Bayesian modeling framework. Our team of statisticians, data scientists, and engineers helps organizations turn uncertainty into clarity — building custom probabilistic models that deliver trustworthy answers to their hardest questions. From marketing measurement to clinical trials, we bring the rigor of academic research and the pragmatism of production engineering.
Our Passion Became Our Work
Expert guidance on probabilistic modeling, causal inference, and Bayesian workflows — from architecture review to production roadmaps.
Purpose-built statistical models for your specific domain — marketing mix, demand forecasting, clinical trials, and beyond.
End-to-end delivery of production-grade probabilistic systems, from prototype through deployment and monitoring.
Hands-on programs that take your team from basic ML to building and deploying Bayesian models with confidence.
Our engineers work alongside yours — building capabilities, transferring knowledge, and making ourselves unnecessary.
We specialize in providing scalable Bayesian solutions that transform uncertainty into a competitive advantage.
Our Services →Our Recent Projects
Real-world examples of how we partner with organizations to solve their hardest problems with Bayesian intelligence.
Explore MoreClient Feedback
We've helped countless companies unlock growth with Bayesian AI and probabilistic modeling expertise.
At Colgate-Palmolive, we really value the relationship we've built with PyMC Labs. They continue to deliver truly unmatched quality work on the hardest and most cutting edge problems we encounter. Their blend of deep Bayesian expertise, GenAI, and domain knowledge makes them an essential partner for delivering innovative, practical, and impactful solutions.
PyMC Labs significantly enhanced our testing capabilities by leveraging Bayesian programming, with invaluable advisory support driving substantial operational improvements. Their advisory role in delivering new feature requests and training has been invaluable.
Additional expertise was helpful to get the model to the finish line and into production.
This is by far the most successful collaboration that I've seen.
The PyMC Labs Coaching program has been transformative for our small Data Science team. They leveraged coaching sessions at every stage of the delivery cycle — from research and experimentation to deployment and long-term roadmapping — and the coaches helped refine models, review results, and troubleshoot complex code issues. Enabled us to deliver results at the level of a full-scale department.
PyMC Labs was instrumental in helping us implement time-varying coefficients to better capture seasonality in our marketing mix models, significantly improving both model accuracy and interpretability. The team was collaborative, insightful, and consistently supportive throughout the engagement.
We wanted to be able to draw some big conclusions out of a big set of data. So, that's why we came to PyMC Labs for help. It was a very successful collaboration. I've had many, many consultants working with me in the past, and I think this is by far the most successful collaboration that I've seen.
Frequently Asked Questions
Get quick answers about working with us and our approach to Bayesian solutions.