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Shared Inference Tokenization

Monetize AI inference at scale. Our tokenization layer lets you serve multiple tenants on shared infrastructure with precise per-token billing and complete isolation.

Core Capabilities

Multi-Tenant Serving

Serve multiple customers on shared GPU clusters with intelligent request routing and fair scheduling.

Per-Token Billing

Precise metering of input and output tokens per tenant for transparent, usage-based pricing.

Tenant Isolation

Strict data and model isolation between tenants — no cross-contamination of prompts or context.

Usage Attribution

Granular dashboards showing token consumption, latency percentiles, and cost breakdowns per tenant.

Business Benefits

Reduce Costs

Share GPU capacity across tenants to drive down per-token costs without sacrificing performance.

Scale Elastically

Auto-scale serving capacity based on aggregate demand — no tenant pays for idle compute.

Stay Compliant

Audit-ready logs, data residency controls, and SOC 2-aligned access management.

Onboard Fast

Add new tenants in minutes with API key provisioning, rate limits, and billing configuration.

Monetize Your AI Infrastructure

Whether you are building an AI platform or offering models as a service, our tokenization layer handles the metering so you can focus on value.

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