Offerings — Private Inference

AI, running on your infrastructure, at a cost that makes sense.

We set up the architecture and infrastructure to put AI to work locally — fully under your control, without the recurring cost of shipping every request to someone else's cloud.

Why it matters

Every request to a hosted model is a request you don't control.

Sending your data to a third-party API for every inference call means recurring cost that scales with usage, latency you don't control, and data leaving your premises whether or not that's acceptable for your industry. For many operators — especially in regulated or safety-critical environments — that's not a viable long-term position.

Private inference flips that: the model runs where your data already lives, sized and tuned for what you actually need, so cost and control both stay in your hands.

What you get

Cost, control, and locality — set up right from the start.

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Reasonable cost

Right-sized models and hardware for your actual workload — not renting capacity for someone else's usage curve.

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Full control

You own the model, the infrastructure, and the decisions about how both evolve. No dependency on a vendor's roadmap.

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Data locality

Inference happens where your data already sits. Nothing leaves your site unless you decide it should.

How we do it

From workload to running system.

01
Right-size the model and hardware We match model scale to your actual accuracy and latency requirements — not the largest model available, the right one.
02
Architect for your constraints Power, space, connectivity, and compliance requirements shape the design from the start, not as an afterthought.
03
Deploy on-prem or private cloud Wherever your data and operations already live — your data center, your edge sites, or infrastructure you control.
04
Tune for cost and latency Quantization, batching, and hardware utilization tuned so you're not paying for headroom you don't use.
05
Hand over full operational control You run it, monitor it, and evolve it — we make sure your team can operate it without depending on us to keep it running.
Hosted API, per-token pricing Cost scales with usage, data leaves your site
Private inference, right-sized Fixed infrastructure cost, full data control

Want AI running on your own infrastructure?

Tell us your workload and constraints, and we'll tell you what it takes to run it locally.

Talk to us →