We move inference home.
And keep it fast.
Off hosted APIs, into infrastructure you own. Audit first, fixed-scope engagements, no platform lock-in.
What we believe.
Sovereignty by default
Your weights, your data, your VPC. We never touch production credentials we don't need, and we hand them back when we leave.
Predictable bills
No revenue share, no token margin, no platform that magically gets more expensive at scale.
Senior hands, every engagement
Both founders run your engagement end-to-end: an inference-and-infra lead, plus an Edinburgh-trained ML research counterpart for optimization and evaluation work. No project managers, no junior staffing, no offshore "delivery centers." If you sign with us, you get us.
Code that survives our exit
Documented, testable, runbook'd. We measure success by what works after we leave, not what breaks if you fire us.
The hands that build it
take the call.
Abhimanyu Singh
Founding engineer at four YC-backed companies. Scaled multiple ML infrastructures from prototype to production traffic, datasets, training pipelines, inference serving, the unglamorous SRE work.
Kaushlendra Kumar Giri
M.Sc. AI from the University of Edinburgh. ML researcher with a focus on the optimization side of the stack, quantization, kernel work, evaluation methodology, the math behind why a speedup actually holds.
Want to work together?
Book a 30-min call. We'll tell you on the call whether we can help.
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