AI runtime efficiency
Cut what you spend on tokens, models and compute, without switching providers.
M3 is our AI runtime efficiency platform: it cuts what you spend on tokens, models and compute without switching providers. Alongside M3, we deliver AI digital employees for enterprise workflows, and we are bringing waterless liquid cooling to high-density racks.
What we actually provide
M3 is our main product. AI digital employees are a separate service, and waterless liquid cooling is in development with partners. Nothing on this site beyond what we can deliver.
M3 · AI runtime efficiency
M3 overview →M3 Router →
One endpoint for many models and providers, with each request sent to the most cost-effective model that can handle it.
50–80% of list · 87% routing satisfaction · multi-pool uptimeM3 Optimize →
Makes the models you already use run cheaper and faster: lower token cost, quicker responses and more work from the same GPUs.
same models · baseline first · priced on verified savingsM3 Compute →
GPU capacity bought as GPU-hours or as tokens, priced lower outside peak hours.
GPU-hours or tokens · off-peak rates
AI agents
Liquid cooling · in development
How we work with you
Specific numbers before a quote, one contract for everything we deliver, and a named person on the other end. No generic packages.
Specific before we quote
Every engagement starts with your actual numbers: model spend, workload or GPU volume, not a generic package.
One agreement, clear terms
Services and support are billed and documented in a single contract with us.
A named point of contact
You reach a person who knows your deployment, not a ticket queue.