- Field Notes / Chief Data Office
Office 03 of 04

Chief Data Office

Music, Data & Insights

The masthead of the Chief Data Office 2 published · 1 in research

Identifiers, matching, standards, and the failures nobody sees.

The Chief Data Office publishes the data itself. Identifier matching measured against the reference corpus, the error taxonomies inside industry formats, and the silent pipeline failures that never raise an exception - submitted is not matched.

- Voice
Technical and measured. Every claim carries the number it was measured against.
- Written for
Data teams, rights administrators, and anyone who has to make two systems agree.
- Slate
3 dispatches under this masthead
- The slate

Published under this masthead.

No. 030

The Data has outgrown the Music Industry

Recordings, writers, publishers, societies and platforms each hold their own version of the truth, in their own standard. A Chief Data Office read on why fragmentation now costs real money, and why AI raises the price of getting it wrong.

Published Musicata Pro 8 min read
No. 023

CWR: the registration format that has been breaking royalties since 1999.

A significant percentage of CWR transactions contain errors that cause royalties to fail silently. Accepted by societies but matched to the wrong work, the wrong writer, or no work at all.

Published Black Box 5 min read
No. 026

The ISWC-ISRC matching problem, measured.

Of the recordings in our reference corpus, a material percentage cannot be reliably linked to a registered work via ISWC-ISRC matching. No link means no royalty routing.

In research Black Box 13 min read
- Commissioning

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