Blog / Knowledge

Knowledge for music origin in the AI era.

ACC is building a practical knowledge base around the painful operational problems first: catalog flooding, upload friction, AI-era provenance gaps, catalog diligence, public proof and API-readable origin status.

DSP operations

Catalog flooding is not a philosophy problem. It is an operating cost.

Why AI-era music volume creates review, moderation, metadata and trust costs, and where a provenance status layer can reduce operational drag.

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Distribution workflow

The AI disclosure gap starts before a track reaches the market.

How distributors and upload teams get trapped between incomplete declarations, shifting platform policies and missing provenance evidence.

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Catalog diligence

Evergreen catalog due diligence now needs an AI-era origin layer.

Why catalog owners, acquirers and licensing teams need repeatable provenance checks for large back catalogs and reactivated assets.

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API integration

Read certificate status, file hashes and declaration information in a partner workflow.

Explore the ACC API

Market workflows

Choose a catalog or upload workflow and define what a focused pilot should measure.

Plan a partner pilot

ACC categories

Compare HUMAN, SEMI-MIX and AI GEN under the ACC declaration standard.

Read the ACC standard