AI-Assisted Performance Engineering
Energy Objects, Inc. treats GPU/HPC performance and applied AI as one discipline, not two — helping organizations design, build, and optimize high-performance computing and AI systems, turning idle silicon into scientific insight and business value.
What we do
Architecture reviews, cluster and cloud strategy, scheduler and storage design, and procurement guidance. We help you size, build, and operate compute environments that match your workloads — on-prem, cloud, or hybrid.
From feasibility studies to production pipelines: model selection, training at scale, inference optimization, and integrating AI into scientific and engineering workflows — grounded in what the data and physics actually support.
We write, modernize, and accelerate performance-critical code. Profiling-driven optimization, parallelization with MPI, OpenMP, and CUDA, and modernization of legacy Fortran and C/C++ into maintainable, fast software.
Why it matters
Every hour a simulation runs is an hour of cluster cost, energy spend, and delayed decisions. Optimization compounds: a faster kernel means more design iterations, finer models, shorter turnaround — and often a smaller hardware bill.
We measure first, then engineer. Roofline analysis, hotspot profiling, and scaling studies tell us where the time goes; targeted engineering gets it back.
Illustrative results — actual gains depend on the workload.
Where we work
Rooted in energy-sector computing — seismic imaging, reservoir simulation, engineering analysis — and applicable anywhere performance is the product.
How we engage
We profile your workloads and review your environment to find where time, money, and energy actually go.
A concrete plan with predicted gains, costs, and risks — so you approve engineering, not guesswork.
Short iterations, benchmarked at every step. Correctness is verified against your reference results.
Documentation, tests, and working sessions so your team owns the result — no black boxes, no lock-in.
Get in touch
Tell us about your workload — a slow simulation, an AI initiative, a cluster decision — and we’ll tell you what’s possible.
info@energyobjects.com