Case study · X5 Music Group · 2011–15 · Product Director, North America, from 2013

A large catalog isn't a content problem. It's a decision problem. I helped build the system that made the decision.

X5 Music Group distributed digital music at global scale. The constraint was never how much music there was. It was deciding which recordings had real potential, when to activate them, and how to package them, at a volume no team could handle by instinct. The Brain was the internal system that answered that, and the whole product company adopted it.

RoleJoined in 2011 in operations and global retail management; Product Director, North America from 2013. Product, catalog strategy and go-to-market.

ScopeDigital music distribution and technology across Spotify, Apple, Amazon and the global streaming platforms.

The systemThe Brain: eight demand signals feeding one six-step loop from demand to decision and back.

This run · 2011–15The Brain started as my own working system, a very smart spreadsheet with an interface. The company built it a proper one, and the global product team adopted it.

Jerry OS · nowThe same shape: signals in, one loop, decisions on the record. The last station says what carried forward.

The problem · listen

Every recording was being treated like an artist campaign, and there were far too many recordings for that.

Traditionally the calls were driven by instinct, historical performance, or whatever an individual team happened to prefer. With a catalog this size, that doesn't scale. The question wasn't how to release more. It was how to know, before the work started, which recordings the audience already wanted.

The judgment

I replaced the starting question.

The old question"What music do we have to release?"

Starts from the catalog. Every downstream choice becomes a guess about the audience.

The new question"What is the audience already looking for, and what assets do we have that can meet that demand?"

Starts from demand. Catalog selection, compilations and playlists, metadata and naming, release timing and the marketing plan all follow from it.

What changed downstream

Album titles, track selection, cover art, descriptions, keywords, pricing and promotional channels could all be informed by actual audience behavior instead of preference. The decision moved from the loudest opinion in the room to the evidence in front of it.

The signals · gather

Eight inputs, read together, told us where demand was forming before we built anything.

The eight inputs The Brain read, and the one thing they produced: a decision about which recordings to activate, when, and how.

The loop · act, measure, learn

Six steps, and the last one feeds the first.

Each step, in one line

Identify demandWhere is the audience already looking, across the eight signals?
Match catalogWhich recordings we hold can meet that demand, and which can't.
Build and positionTitles, track selection, art, descriptions, keywords, pricing, built from the demand, not the preference.
DistributeThe right platforms and promotional channels for that product.
MeasurePerformance against the demand we identified, not against activity.
Feed backWhat worked changes the next identification. The loop is the product.

What moved · measure

The catalog went from a passive library to an active product pipeline.

10×Increase in product output.Consumer insight, catalog strategy, product development, distribution and measurement in one feedback loop.Jerry's account and résumé record
~500Digital product releases a month.Across Spotify, Apple, Amazon and the global streaming platforms.Jerry's account and résumé record
12,000+Audience-informed products launched over the role's tenure.The role's total, across The Brain and the web-producer work that ran alongside it.Jerry's account and résumé record
AdoptedThe Brain was adopted by the whole product company, not only the North America team.Confirmed by Jerry, 2026.Verified

Also in this role

Five Spotify appsDesigned and launched genre-discovery apps with Spotify (Classify, Bluesify, Jazzify, Music of the World, Jukebox). Classify reached 500,000 downloads in its first month, per one independent source (a second reports 390,000+ installs; the two measure different things). The apps ended when Spotify closed its in-player Apps platform in 2015: a platform decision, not a product failure.
SpinnupCo-built with Universal Music Group; it reached more than 100,000 registered artists by 2016, after my time; independently confirmed.
The teamRecruited and managed a distributed team of about twenty music curators and content specialists worldwide; fifteen to thirty at any given time.
After my timeX5 was acquired by Warner Music Group in 2016, after I left in early 2015. Not an outcome I claim.

Every figure here is from my own account and résumé record of the role, except where marked independently confirmed. Nothing is estimated or invented, and none of it is independently audited; it is labeled that way on purpose.

Carried forward · lineage

This is the first place the pattern showed up: build the system, get the output, watch the company adopt it.

Customer InsightDemand signals read together beat any one team's instinct. The Brain is where "patterns beat anecdotes" was learned.
AdoptionA system the company adopts is worth more than any single product it produces. That is what "meaningful adoption" means in the rooms.
Go-to-MarketThe strongest go-to-market strategies begin before the product is packaged: understand demand, identify the audience, build the product around the conditions most likely to make it succeed.
Jerry OSSignals in, one loop, decisions on the record, results feeding the next decision. The Ramp run is the same shape, fifteen years on.

The sheet

The one-sheet.

The Brain · Case studyOne page: the problem, the judgment, the eight signals and six-step loop, the evidence.

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