Built with GPU operators. Trusted in production.
From regional banks to global logistics — platform teams choose Mandarum because it serves, governs, and scales AI on NVIDIA GPUs.
NorthBank cut inference cost 62% while serving 40B tokens per month.
Migrated from scattered GPU clusters to Mandarum Voltra on H100s. TensorRT-LLM compilation and semantic caching eliminated redundant compute.
Helix Health deployed HIPAA-compliant LLM inference across 380 clinics.
VPC deployment on NVIDIA GPUs. NIM microservices for clinical note drafting, coding, and prior-auth — governed by NeMo Guardrails.
Atlas Logistics
Mandarum turned fleet ETA models into a governed inference platform. GPU utilization went up; exceptions went down.
Read moreVellum AI
We finally see which model version burned cost and why. Voltra made inference economics legible to finance.
Read morePinecrest
Jetson edge vision and central H100 serving now run on one control plane. Audit stopped being a spreadsheet project.
Read moreOrbital Systems
Praxon gave us immutable inference records and approval chains our compliance team could actually sign off on.
Read moreMarlow & Co.
Cuvex grounded every answer in the right catalog and policy scope. Hallucinations dropped before holiday traffic hit.
Read moreBrightline
Our platform team manages Triton, NIM, and hosted APIs from one runtime now. That changed the pace of production rollouts.
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