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CITY JAM launches music accelerator aimed at labels in AI era

Pat Villaceran’s model uses INDUSTRY.AIFF for signed artists, while CREATOR LABS remains a separate route for independents.

Pat Villaceran, the founder of CITY JAM, launched an AI-era accelerator and incubator model for music on Oct. 9, beginning with record labels. The model is intended to provide artists with the kind of support that startup accelerators give founders, while CITY JAM identifies infrastructure around the artist as music’s next market. The company said the initiative responds to an increasingly complex environment in which artists may have to manage distribution, publishing, rights management, marketing, data analysis and contract negotiation. Villaceran said music, artistry and the industry were operating on a “disconnected plane,” and that rapid technological change was not making it easier for independent musicians to catch up. CITY JAM describes artist development as fragmented. Its proposed support layer brings together education, professional development, community, live jam sessions, collaborations, commercial opportunities and technology. The live sessions are meant to put musicians together in person so relationships form before a platform determines their value. For labels and artist-services companies, the entry point is INDUSTRY.AIFF, CITY JAM’s finishing-through-launch programme for a label’s own roster. It is designed to move signed but unfinished artists toward catalogue-ready work and through launch, addressing what the company calls the gap between signing an artist and producing releasable, market-ready catalogue. The programme combines mindset and songwriting, production and finishing, and launch through collaboration among musicians and producers across markets. It is not a consumer product: labels and artist-services companies receive direct, senior-led finishing and launch support for signed artists. CITY JAM said it limits the number of such partnerships because songwriting, production and launch are run in parallel. The Scotsman described INDUSTRY.AIFF as a single senior-led framework combining songwriting, production, artist development and launch strategy, rather than distributing those functions among separate vendors. The publication said the service was created in response to a bottleneck in turning signed talent into commercially viable projects despite wider scouting, signing and distribution capabilities. CREATOR LABS is a separate CITY JAM offering for independent artists, rather than a component of INDUSTRY.AIFF. Independent artists can also work through CITY JAM’s programmes, while INDUSTRY.AIFF is aimed at labels and artist-services businesses. The launch arrives amid a broader debate over AI in music. Berklee Online noted that AI tools can generate, compose and enhance music, including whole songs, elements of compositions, mixing, mastering and voice cloning. A Ditto study cited by Berklee found that nearly 60 percent of surveyed artists used AI in music projects, while 28 percent said they would not use it for music purposes. The industry debate intensified after ChatGPT’s release in 2022. In 2023, the U.S. Copyright Office opened an initiative on AI-related copyright issues, while Universal Music Group urged streaming platforms to block AI-generated music that it said drew on artists’ work for algorithm training. Spotify subsequently removed 7 percent of AI-generated music from its platform, described as tens of thousands of tracks. Villaceran said CITY JAM’s approach required “not only” the right technology, “but also the right kind of culture.”