Whether you’re an executive evaluating analytics maturity or a data scientist debugging divergent samplers, we meet you where you are. Our advisory work spans roadmap design, model audits, measurement frameworks, and ongoing expert access — guidance without the overhead of a full build.

Our competition isn’t other consultancies. It’s intuition-based decision making and Excel spreadsheets.

What We Deliver

Model Audits

We review your existing Bayesian workflows for sampling efficiency, prior specification, and model structure. You get actionable recommendations, not a slide deck.

Analytics Roadmaps

We assess your current stack and recommend where Bayesian methods will deliver the most value. Architecture and tooling decisions, not abstract strategy.

Measurement Frameworks

Define what to measure and how before building anything. KPIs, uncertainty quantification requirements, and decision-use cases.

Expert Access Program

Standing retainer access to our team. Discord-based, one business day response. The fastest path from stuck to unstuck.

Who We’ve Worked With

  • Haleon
  • Fox Entertainment
  • Fabletics
  • HelloFresh
  • L.L. Bean
  • Syngenta
  • Indigo Agriculture

“The PyMC Labs Coaching program has been transformative for our small Data Science team, enabling us to deliver results at the level of a full-scale department.”

Eugene Kwok
Executive Director Research & Analytics, Fox Entertainment

Explore the Expert Access Program

Learn about EAP