AI Infrastructure & Deployment
Models trained or distilled on your own data, then quantized to run fast on your own hardware, benchmarked on the box you will actually use.
We get frontier-grade AI running fast and affordable on hardware you already own, because we optimize the models, not just install them. We bring clarity to messy problems, build the system that solves them, and stay until it earns its keep.
Models trained or distilled on your own data, then quantized to run fast on your own hardware, benchmarked on the box you will actually use.
Agents that do the work, wired into the systems you already run.

Contract clause checks and an AI work reviewer, same questions and same scoring code for every model. Accuracy, speed, cost per 1,000 answers, and where the result is weaker than it looks.
Read the resultsTell the assistant above what is broken, or reach a human directly. We publish our own hardware measurements, including the results that went against us.
Altronis Pte. Ltd. · UEN 202637312W · Singapore