Expert Access Program

Traditional consulting ends when projects finish. Hiring a senior Bayesian specialist is expensive and slow. The Expert Access Program bridges that gap — a standing retainer that gives your team direct access to PyMC Labs experts when roadblocks occur.

Diagnostics, sampling issues, modeling decisions, code reviews, architecture questions. One business day response. Discord-only, no email overhead.

Two levels of support

Expert Lifeline

Best for teams with models in production who need a safety net.

Direct expert communication with one business day response priority
Access when roadblocks occur — diagnostics, sampling issues, modeling decisions
Growing library of implementation guides and best practices

Deep Partnership

Best for teams building ambitious Bayesian programs who want sustained partnership.

Everything in Expert Lifeline
Bi-weekly coaching calls with domain-matched experts
Bi-monthly Expert Exchange sessions
Priority access to new tools and early feature previews
Custom workshop development
Strategic consultation on measurement frameworks and analytics roadmaps

How it works

1
Discovery call
We learn about your team, your models, and where you get stuck.
2
Expert matching
We pair you with the right specialist for your domain.
3
Start collaborating
Your Discord channel is live within a week.

“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

“Their advisory role in delivering new feature requests and training our team has been invaluable, driving substantial improvements in our operations.”

Nathan Kafi
Principal Data Scientist, Haleon