Predictable. Controllable. Yours.
Cloud AI billing is a meter you can't read until the invoice arrives — and it runs faster every year your usage grows. Edge AI turns AI into a fixed, owned cost: hardware + electricity. You budget it once, and it stays stable.
Drag the sliders to match your team's AI usage and watch the difference between renting and owning.
Cloud blended rate: $0.010 / 1K tokens (typical frontier API). Local: electricity only, ~$0.14/kWh. Your real numbers may vary — we'll model them precisely in the audit.
Metered pricing quietly taxes success. Every new team member, every new workflow, every popular feature multiplies your invoice. Finance can't forecast it, procurement can't cap it, and a runaway agent loop can burn a month's budget overnight.
Local inference flips the incentive: the hardware is paid for, and usage is effectively free. The more your company uses AI, the better your economics get — which is exactly the behavior you want to encourage.
Beyond capacity you add hardware — a one-time, plannable step — instead of an infinite meter.
Per-team and per-app quotas enforced at the inference gateway. No surprise loops, no runaway agents, no "who spent the cloud budget" investigations.
See compute, energy and utilization live — not 30 days later on an invoice. Chargeback by department, capacity forecasting built in.
Hardware depreciation + electricity. Two numbers your finance team can model years out with confidence — immune to vendor price hikes.
Send us a month of AI spend and we'll return a precise edge-AI TCO model — hardware spec, break-even date and 3-year projection.