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 being brought to market with partners. Nothing on this site beyond what we can deliver.
M3 · AI runtime efficiency
M3 overview →Layer 1 · Tokens M3 Optimize →
Does the same work with fewer tokens, by compressing context and optimizing each request before it reaches the model.
same models · fewer tokens · faster responsesLayer 2 · Models M3 Router →
Sends each request to the most cost-effective model that can handle it, across many models and providers behind one endpoint.
50–80% of list · 87% routing satisfaction · multi-pool uptimeLayer 3 · Compute M3 Compute →
GPU capacity to rent as GPU-hours or as tokens, priced lower outside peak hours.
GPU-hours or tokens · off-peak rates