AI infrastructure costs are exploding.

Most teams can see GPU usage.
Very few can control what each model, feature, or team is actually spending.

GPSUSA.ai helps companies take control of their AI infrastructure — in real time.

We give platform and engineering teams:

• Clear cost per model and per feature
• Real-time cost per 1M tokens
• Automatic limits for shared GPU clusters
• Fair resource allocation across teams
• Built-in protection against runaway AI bills
• Stable performance under heavy load

Instead of just monitoring your AI stack, we help you control it.

Why AI costs spiral

AI bills don’t spike because GPUs are expensive.
They spike because:

• No one knows which workloads are wasting compute
• Multi-tenant systems compete for shared GPUs
• Cost and performance aren’t connected
• Optimization happens after the damage is done

We make AI infrastructure predictable.

Think of it as financial discipline for your GPU fleet — built directly into the system.

Who It’s For

• AI startups running shared GPU clusters
• Enterprise teams deploying production inference
• Platform engineering managing multi-tenant workloads
• GPU operators optimizing efficiency and margin

If your AI spend is growing fast — and you don’t fully control it — this platform is built for you.

How It Works

1️⃣ Activate telemetry
We measure cost, tokens, fairness, and latency across your fleet.

2️⃣ Set policy controls
Define spending limits, routing rules, and performance guardrails.

3️⃣ Enforce automatically
The system prevents runaway cost and performance drift.

4️⃣ Continuously optimize
Better efficiency — without slowing down teams.

Humans help you get started.
The system does the heavy lifting.

GPSUSA.AI

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Teams

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GPSUSA.AI

Org chart

Teams

Offices

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