CITY JAM™'s INDUSTRY.AIFF Works With Labels on the Part of Music Software Cannot Supply: The Artist's Own Sound

AI has made music fast. Pat Villaceran is betting that what labels still need is slower work: drawing an original sound out of the artists they have already signed.

On a record label's books, there is often an artist who has been signed but is not yet finished. The contract is done and the belief is there. So are the demos, the half-written songs and a voice that made someone sit up. What is missing is the record: a body of work that sounds like the artist and nobody else, and a launch the label can stand behind.

Outside that room, almost everything else about making music has sped up. Generative AI can produce a track in minutes. A release plan can be written once and handed to software to run. Luminate's 2025 year-end report counted 106,000 tracks a day reaching streaming services in 2025, up from 99,000 a day the year before. Of 253 million audio tracks, 120.5 million had ten streams or fewer.

A growing share of that supply is not made by people at all. On Deezer, fully AI-generated tracks reached almost 75,000 a day in April 2026, roughly 44 per cent of daily uploads, and passed half of new uploads at a peak in June. Listening tells a different story. AI tracks account for 1 to 3 per cent of streams on the platform. The surge is in uploads, not in what people choose to hear.

That gap, between how much music can be made and how much of it finds a listener, is where Villaceran has chosen to work. The founder of CITY JAM argues that the race in AI music is about speed and volume, and that it leaves one input untouched: original sound from human creators.

'When you stack up the progress around AI, it's all about speed, and about getting human creators back on track. That is an art and a science of its own,' she says. 'There are blueprints in it. Anyone can copy a blueprint: the roadmap, the pipeline, the scheduling and the workflows. But you cannot force the sound to come out if it has to be an original sound.'

The Conversion Problem

When she talks to labels, Villaceran frames the issue in the language of the balance sheet rather than the studio. A signing is capital already committed and a roster slot already filled. Talent is contracted; success is not. Every month an artist stays unfinished, advances sit idle and the launch window narrows.

'Labels do not lack capital or A&R,' she says. 'They lack conversion. A signing is an asset that only pays when the artist is finished and the launch is owned. That is the work INDUSTRY.AIFF is built for.'

INDUSTRY.AIFF is CITY JAM's programme for record labels and artist services companies. It is not a consumer product, and it does not sell software to bedroom producers. It starts from a label's existing commitment to a signed artist, works from unfinished material to catalogue-ready releases, and then stays with the artist through launch.

The approach joins up work that many labels still run as a chain of separate suppliers. Songwriting is developed in the context of the artist as a whole.

Production is meant to serve both the songs and the artist. Then comes the finishing work that separates a signed artist from a finished one, followed by the launch itself: campaign planning, consumer marketing across channels and an audience strategy built for each artist.

Artist and audience research run alongside social, community and distribution in the same cycle, rather than one after another. The work draws on a global community of experts and producers, including CITY JAM New York.

The Blueprint and the Sound

That distinction shapes the whole programme. Software is good at the parts of a release that can be written down: the schedule, the assets, the workflow. The sound, she says, is different. It has to come from the artist.

'The creativity is in how you bring out and evoke insights from musicians and creatives,' she says. 'How you do that is the expertise we have at CITY JAM.'

Villaceran also founded The MooVe, an innovation agency, and has built programmes for companies and founders in Asia Pacific, the United States, the United Kingdom and Europe. CITY JAM is her attempt to bring that record to music, and she describes the starting point in personal terms.

'I realised that music, artistry and the industry are working on a disconnected plane,' she has said. 'And the speed of how technology is moving is not making it easier for independent musicians to catch up.'

CITY JAM describes itself as end-to-end infrastructure for the music industry, built for everyone from independent musicians to record labels and artist services companies. On 9 October 2026, Villaceran launched what she calls an AI-era accelerator and incubator model for music, starting with record labels.

The idea borrows from the start-up world. Artists get the kind of support an accelerator gives founders: education and professional development alongside community and live jam sessions, with collaborations, commercial opportunities and technology built in. INDUSTRY.AIFF sits within that model.

She also writes a weekday letter, published under the INDUSTRY.AIFF name, for the chief executive or chair of a music label. Each edition names one pressure facing the business. The one underneath them all is plain enough: the artist has a finished file, and no company around them.

What a Label Is Paying For

None of this puts CITY JAM in the business of detecting AI or policing uploads. That work sits with regulators and the streaming services. CITY JAM's work sits earlier, in the stretch between signing an artist and a finished record.

Nor is Villaceran arguing against technology. 'We need to not only create the right technology,' she says, 'but also the right kind of culture.' In her model, the tools handle what tools do well, and people handle the moment an artist hears something in their own music for the first time.

So if speed is no longer the hard part, what is music for? Villaceran's answer is the artist's own sound. It has to be drawn out of the musician first. Only then can the speed AI brings serve that sound instead of replacing it.

For the artist still sitting on a label's books with a folder of demos, that is the work still to be done.