Private agents need a place to run. If the box lives in someone else’s cloud by default, the “private” part is already compromised.
In the Lab we build and test local GPU systems for private inference – enough compute for daily agent jobs without sending the client’s work out as the default path.
What we’re developing and testing
- 👉Local boxes sized for real agent workloads, not lab demos
- 👉Running custom agents on hardware you control
- 👉Cost, heat, noise, and reliability for a small-business or home-office setup
- 👉When a local GPU is worth it vs. a lighter machine plus limited external search
Who this is for
Owners who care where their data sits, and teams that want an agent on a machine they can point to.
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