Field Notes from the four Offices.
Source-backed dispatches from four Music Intel Offices. Each published note identifies its evidence class, dates, method, limitations and direct sources so readers can separate public evidence from Music Intel analysis and editorial opinion.
Chief Executive's Office
Music Data Intelligence
Market sizing, commercial consequence, and the money on the table. Board and investor facing. It does the sums and shows them.
No dispatches from this Office match the current filter.
Chief Operations Office
Harmonic Considerations
Controls, screening methods and practical operating decisions. Practitioner and procedural. It ends with something you can put into your week.
No dispatches from this Office match the current filter.
Chief Data Office
Music, Data & Insights
Identifiers, matching, standards, and the failures nobody sees. Technical and measured. Every claim carries the number it was measured against.
When Bad Data Hits the Wrong Note: The Data Understanding & Quality Crisis Facing the Music Industry
Poorly understood, incomplete and inconsistent music data makes accurate rights identification and timely royalty payment increasingly difficult.
The data has outgrown the music industry
A source-backed analysis of why fragmented identifiers and metadata still delay attribution and payment, and why AI makes data governance more important.
Chief Creative Office
For the Record
Narrative, investigation and the human story behind music data. First person and journalistic. It argues, and it says who it is arguing with.
How artificial streaming puts music decisions at risk
An editorial view, checked against platform policy and a federal fraud case, on why genuine listening intent matters more than inflated headline counts.
How publication works.
Published notes pass an evidence gate and show their source list, method and limitations. Evidence-incomplete drafts remain out of search, feeds and product journeys until that work is complete. To receive new Field Notes by email when they post, Suggest a research question.