About
An engineering firm at the seam between physical and computational infrastructure.
HyperScaleML was founded in Austin, Texas, to help organizations turn power, facilities, networks, compute, and software into reliable AI infrastructure — and to give owners and investors an independent engineering view of the work.
How we work
- Outcomes over technologies
- Customers buy reduced delivery risk and faster time to productive capacity. Tools are a means to that.
- Say what is true
- We report risk plainly, including when the answer is “not yet” or “not this way.”
- Design for operations
- A system is not finished until a team can run, change, and grow it.
- Evidence before acceptance
- Acceptance criteria are written before the work and verified with tests, not assumed.
Business information
For procurement, vendor onboarding, and verification.
- Legal name
- HyperscaleML LLC
- Operating as
- HyperScaleML
- Entity
- Texas limited liability company
- Location
- Austin, Texas, United States
- hyperscaleml@gmail.com
- Website
- hyperscaleml.us
- Company page
Planning AI capacity? Talk to an engineer before you commit.
Share where your project stands — site, power, hardware, or platform — and we'll tell you plainly where the delivery risk is.