UpstackLab
Learn AI infrastructure engineering through production-grade interactive exercises.
Apply for the pilot →Who this is for
Engineering leaders, platform teams and L&D functions who need people fluent in AI infrastructure rather than certified in it.
A good fit if: You have 5+ engineers who need to build on AI infrastructure and no coherent way to get them there.
What the pilot involves
- Run a cohort of your engineers through structured learning paths — model serving, vector databases, fine-tuning, monitoring.
- We build the paths around your actual stack, not a generic curriculum.
- You see where your team is genuinely weak, with evidence rather than self-assessment.
What you get
Free for the pilot, founder pricing after
Full access at no cost for the 6 weeks. If you continue, you keep founder pricing — locked in, not a trial discount that lapses.
We build your integration
The connector, migration or onboarding work your team needs to actually use it in production. Built by us, at no charge, during the pilot.
Direct line to the roadmap
A named engineer on your pilot and a standing call. What you hit in production is what we build next — that is the whole point of a design partner.
Co-marketing, entirely optional
A case study, logo placement or launch mention if it is useful to you. Say no and nothing changes about the pilot.
What we ask
A design partnership is a trade, not a free trial. This is our side of it stated plainly, so you can decide before you apply.
Use it on real work
Not a sandbox evaluation. A pilot only tells us anything if it meets real data, real volume and real edge cases.
Talk to us every week
A standing call through the 6 weeks — what broke, what was confusing, what was missing. This is what you are trading for the free build work.
Name an owner
One person on your side accountable for the pilot. Pilots without an owner quietly stall, and neither of us learns anything.