What we can do with you
Choose the work you need.
01 / Hardware & Manufacturing
Bring a hardware or chip product directly.
A semiconductor customer can start with a design, package, test, reliability, or manufacturing question without using our AI service. We can scope a report or qualification path; physical execution and production require separately qualified people, facilities, rights, funding, and release.
Scoped inquiry · no production fab today
02 / AI infrastructure
Improve one AI workload.
Agree on a successful result, measure your current route, and compare the simplest changes first. Integration or ongoing operation is a separate agreed scope.
Managed AI
Ongoing model, provider, policy, capacity, and migration work around the same system.
Talk about managed AI →
Selective intake
03 / Education for people
Help your people use AI well.
Leaders and teams learn on a real task. They practice using AI, checking its output, finding failures, and improving the work when tools change. This teaches people; it does not train a model.
Available by inquiry
04 / Model and compute engineering
Change the model or the compute when the economics justify it.
If a measured AI task needs a model change, scope evaluation, adaptation or post-training with explicit data rights and a before-and-after test. Dedicated compute and alternative accelerators are separate decisions. Model pretraining is not part of team education.
Separately scoped
One accountable scope at a time. Existing providers, labs, foundries, and specialists can win the work. Your agreement defines Touchdown’s responsibility, outside costs, and who accepts the result.