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Distributed AI Infrastructure

Distributed AI Infrastructure Economics: Billing, Settlement & Compute

Distributed AI infrastructure requires a purpose-built economic layer — metered compute billing, non-inflationary settlement units, and enterprise-grade fiat conversion. MeshNativeExchange provides this through Vital DIU, the first compute-backed Distributed Intelligence Unit with a fixed hard cap of 10 billion units.

Distributed AI infrastructure encompasses the compute, routing, storage, inference, and privacy enforcement systems that power mesh-native applications at scale. As this infrastructure expands globally, it generates compute obligations that must be metered, billed, and settled to fiat with enterprise-grade auditability. MeshNativeExchange is the economic settlement layer for this infrastructure — using Vital DIU as the compute-backed settlement unit, with a permanent hard cap of 10,000,000,000 units to ensure non-inflationary distributed intelligence economics.

The Distributed Intelligence Stack

DOSFI — Distributed OS

The operating system for mesh-native apps and distributed execution across the global intelligence stack.

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MeshInfer — Inference Fabric

Powers the inference routing engine that executes AI workloads across distributed devices.

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MeshNativeExchange — Economic Layer

Settles routing, storage, inference, and privacy enforcement using Vital DIU — the non-inflationary, compute-backed settlement unit.

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Compliance & Audit

Immutable AML/KYC and sanctions-screening logs for all distributed AI infrastructure settlement operations.

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