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Comment: Henrik Hansen - Business Lead, Rough Bones

Much of the conversation around artificial intelligence in music has centered on its existential threat to human creativity. We've all seen the headlines about AI-generated songs mimicking artists' voices and the looming copyright battles that will inevitably follow. But there's another AI revolution happening quietly behind the scenes that could permanently alter the industry's power dynamics.

What nobody is talking about is how AI will create an even bigger disparity between majors and independents when it comes to data analysis.

Make no mistake, data is the most valuable commodity in the music industry today. With enough data, and the tools and expertise to leverage it effectively, a record label can crunch the numbers to not only validate an A&R approach but illuminate brand new opportunities that were previously under the radar.

At my own independent label, Rough Bones, our recent expansion into Afrobeat was greatly informed by data. Using our own in-house algorithms and a mass of publicly available information, we've been able to create a robust model to determine ROI for each A&R decision we make. This has allowed us to answer critical questions: Is this artist worth signing? What's a fair advance? Are there emerging markets we should be targeting?

AI has greatly enhanced our ability to gather and interpret this data. When an A&R executive brings an artist they believe in, we can now run comprehensive analyses that either validate that "gut feeling" or suggest we look elsewhere. In an industry where margins are increasingly tight, this approach maximises our limited resources.

It's no secret that the major music corporations are investing heavily in AI-powered data analysis. They also have incredible banks of information, based on their own catalogs alone, with which to power that analysis. With their technological resources and financial firepower, they're developing increasingly sophisticated algorithms that provide ever more accurate forecasting and market exploration.

In the music industry and beyond, data is now the biggest weapon for companies competing for the next big thing. When we see major acquisitions like UMG snapping up Downtown and PIAS, we think of them as grabbing market share - perhaps more importantly, however, is the fact that with each new acquisition, they're adding to their data banks. How much invaluable information does the addition of FUGA alone give UMG?

Consider also the potential data advantages that could come from special relationships between majors and DSPs. While we don't know the exact details of deals between the biggest music companies and their streaming equivalents, it's not unreasonable to wonder whether such partnerships might include privileged access to data that indies simply don't have.

The shift is already visible in the majors' strategies. They've largely moved away from developing artists, focusing instead on marketing and acquisition. Why take risks developing unknown talent when data can tell you exactly which established artists and labels to acquire?

On an individual basis, independent labels are sorely lacking when it comes to data and analytical capabilities. Anecdotally speaking, based on conversations I have had with peers, I'm often surprised by how little thought even the bigger independent companies have given to data-driven technologies. Without tech backgrounds, many label heads don't fully appreciate what modern data analysis can accomplish.

So how can indies make sure the distance between themselves and the majors in this great data race doesn't become insurmountable?

We need to come together. Data is no good when it's fragmented. Just as the majors consolidate data through acquisition, we need to consolidate our data through collaboration. The tools are already available to leverage that data set once it is up to scale.

Even a small number of labels with a combined catalogue of, say, one thousand recordings, could create a powerful dataset. With the right anonymised data-sharing framework, independents have the ability to create systems that help them identify market gaps, forecast song performance, and discover emerging talent uniquely positioned for growth.

Such a system could even suggest unexpected collaborations across genres or labels that might generate additional income and new opportunities that individual labels would never have discovered on their own.

There will, of course, be a finer details to work out: finding the right partners of similar size and complementary catalogs for initial proof-of-concept collaborations will be important.

What's certain is that the independent sector needs to act soon. As majors continue to develop their AI capabilities and acquire more data, the gulf will only widen. Without a unified front from independents to leverage collective data power, we risk being left behind in an increasingly data-driven music industry.

The technology exists. The potential benefits are clear. All that remains is for independents to recognise that, in the AI age, collaboration might be our only path to competitiveness.

The question is: Who is willing to share their most precious commodity?

23 Jan 2026 | Press release

Music Support appoints Sarah Williams as first Head of Marketing and Communications

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23 Jan 2026 | Press release

KMJ Entertainment Ltd Announces Record Year and Senior Leadership Promotions

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23 Jan 2026 | Press release

Beatport Unveils the Beatport Next Class of 2026

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23 Jan 2026 | Press release

Behind the Counter Returns to UK Record Shops for a Seventh Season

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23 Jan 2026 | Press release

Help Musicians and DJ Mag Announce Recipients of Electronic Music Award

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23 Jan 2026 | Press release

U.S. Creators Launch “Stealing Isn't Innovation” Campaign on Tech Companies' Massive Theft of Copyrighted Works

Effort Shines Spotlight on Harm to American Creators and U.S. Jobs, Economic Growth and International Standing The Human Artistry Campaign announced the launch of an advocacy campaign on behalf of a broad cross-section of the American creative community to protest Big Tech's illegal mass...more

23 Jan 2026 | Press release

Merlin and Pipeline Announce Strategic Partnership to Deliver Advances for Merlin Members

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23 Jan 2026 | Press release

R&B hitmaker Andre “Dre” Harris signs global pact with Warner Chappell Music

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23 Jan 2026 | Press release

Concord Music Publishing signs Grammy award nominated songwriter-producer Aksel Arvid

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22 Jan 2026 | Press release

Reservoir Announces Publishing Deal with Cat Burns/Olivia Dean Collaborator Britten Newbill

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22 Jan 2026 | Press release

Atlantic Records Germany sign German rap artist Bobby Vandamme

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22 Jan 2026 | Press release

Duetti secures $200 million to scale independent music catalog acquisitions and enhance platform capabilities

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22 Jan 2026 | Press release

BMG appoints Jasper Niebuhr to lead GSA operations

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22 Jan 2026 | Press release

Nominations announced for The BRIT Awards 2026 with Mastercard as it moves to Manchester in a historical first

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22 Jan 2026 | Press release

Audiomack Celebrates 50M MAU Worldwide

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22 Jan 2026 | Press release

War Child Records Announce ‘HELP(2)’

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21 Jan 2026 | Press release

The FAC and University of Hertfordshire expand their Propeller Sessions project to London’s Jazz Cafe

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21 Jan 2026 | Press release

Generator launches landmark Japan partnership to put northern music on the global stage

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21 Jan 2026 | Press release

Believe UK and Tileyard Music launch new frontline label Tenace Records

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21 Jan 2026 | Press release

Hannah Karp appointed EVP & Chief Communications Officer for Warner Music Group

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21 Jan 2026 | Press release

Universal Music Greater China launches Def Jam Recordings China in Chengdu, the capital of Chinese hiphop

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21 Jan 2026 | Press release

Audiotool Launches Multiplayer Cloud DAW and Debuts Nexus, an Industry-First Platform for Building Music Production Tools

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20 Jan 2026 | Press release

Jacob Alon revealed as this year's BRITs Critics' Choice winner

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20 Jan 2026 | Press release

WMA announces Global Promotions and new hires as it celebrates 10 years in the US

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20 Jan 2026 | Press release

Pipeline emerges from stealth and unveils groundbreaking financing platform for independent music sector

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20 Jan 2026 | Press release

Sonopress launches ecorecord.org

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20 Jan 2026 | Press release

Mouth Culture sign publishing deal with Notting Hill Music

Fast-rising Leicester alt-rock outfit Mouth Culture are pleased to announce they’ve signed their publishing with Notting Hill Music. The band have been making waves across the UK and beyond with their undeniable melody and musicianship, which hits hard in a...more

20 Jan 2026 | Press release

The Other Songs have recruited executive Harri Davies to the team as Head of A&R

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20 Jan 2026 | Press release

RTÉ Choice Music Prize - Irish Album of the Year 2025 / Shortlist Announcement

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20 Jan 2026 | Press release

WIN Elects New Board, Appoints New Chair and Vice Chairs in 20th Anniversary Year

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23 Jan 2026

  • Did things really get better in 2025 for the UK's music business? (see Comment)

22 Jan 2026

  • BRIT Awards 2026: Nominations and reactions (see News)

21 Jan 2026

  •  Music Venue Trust annual report highlights ongoing issues, and optimism (see News)

20 Jan 2026

  • Do Spotify’s AI Playlists change how algorithmic discovery actually works? (see Features)

19 Jan 2026

  • A&R 2026: We lost "R" (see Opinion)

16 Jan 2026

  • Do most artists peak with their first album? (see Analysis)

15 Jan 2026

  • Court battle over unpaid royalties could have implications for the industry in the streaming era (see News)

  • Luminate released its 2025 year-end music report (see Reports)

14 Jan 2026

  • Impala sets out crucial questions on UMG/Downtown, AI, sovereignty and more for EU & music sector (see Comment)

13 Jan 2026

  • Spotify’s new co-CEOs highlight what’s ahead for the company (see Digital)

12 Jan 2026

  • Music publishers sued by X in growing licensing battle (see News)

  • Call on EU to clamp down on unauthorised ticket reselling (see News)