Expertise, on call.
A machine is only worth the science it enables. Praxis is the human layer, resident engineers, scientific software and managed operations that turn a working cluster into working discovery.
Every Praxis tier carries the same three commitments. Expertise is embedded and enduring, not a slide of logos and a farewell.
Domain scientists and HPC engineers embedded beside your team, not a ticket queue in another timezone.
We port, containerize and optimize your codes so they run, and keep running, at scale.
Managed operations and SRE that keep the science running long after the racks are installed.
One continuous relationship. Engage as lightly or deeply as the mission needs; the same people stay in the loop as it grows.
The customer chooses how far ARETE goes. Because it is a service level and not a product, the choice is theirs.
Rack & stack and commissioning. Ready to operate.
Rack & stack: receiving, assembly, structured cabling, labelling, photographic documentation, power-up, POST. Does not touch the operating system.
OS, firmware, BIOS/BMC, InfiniBand, Ethernet and IPMI, Lustre/NFS, Slurm, LDAP, backup, monitoring, fabric tuning and acceptance testing. Delivers the system ready to operate.
Research objective → architecture → funding path. Architecture benchmarked against real science, and MLOps for reproducible science.
From the research objective to the architecture, and from the architecture to the funding path.
System and software architecture, benchmarked against the customer's real science.
Pipelines, containers and schedulers, for reproducible science.
Residency, ARETE Academy, 24/7 SRE and CARE.
A resident scientific team, embedded with the customer's group.
Hands-on NVIDIA DLI, CUDA and CUDA-Q, ARETE Academy.
Reliability, monitoring and 24/7 response.
Fully managed operation.
Most integrators install hardware and disappear. Praxis is built so the expertise scales with you, from a first advisory call to fully managed operations, the same people stay in the loop.
We learn the research goal and the team, then chart the shortest credible path to results.
Our scientists and engineers work beside yours, porting code, tuning pipelines, teaching as they go.
We keep the environment healthy and the science reproducible, at whatever depth you need.
“We stay until the science runs, and then until it sings.”
Praxis lives on HF, Factory, the integrating face, but its people reach across every domain to make the six faces one working system.
