Docs menu
Use cases

Use cases

The record layer is domain-agnostic — it seals, witnesses, and verifies whatever a seal() call is given. Here's where that applies today.

Decentralized inference

Mesh-LLM: accountability for strangers' machines

A community-run mesh of ordinary machines serving inference with no central operator, no central ledger, and by design no ranking of nodes. See how a record layer gives requesters, providers, and coordinators something to check for themselves — and where that story's limits are today.

Read the case study →
Composition

Composes with a trace registry

The record layer doesn't have to be the only thing a verifier checks. A capsule can cite an independently-kept trace registry's own record of the same action as a second, foreign-signed binding — carried with its own construction, never presumed to agree byte-for-byte. Two independent records of the same event, each checkable on its own terms.

See how the TRACE Registry does it →
These are technology case studies, not endorsements or commercial relationships — each describes how the record layer applies to a specific system's own stated problem.