The music industry has reinvented itself before. Napster nearly killed it, and the industry survived, badly bruised, fundamentally restructured, by pivoting to streaming. The shift from selling albums to licensing access changed everything: who got paid, how much, and for what. Artists who once earned twelve dollars from a CD sale began earning fractions of a cent per stream. The math was different. The industry adapted, or tried to.
But to understand where the creative economy is going, you have to understand where it came from, and for music, that means understanding how the existing economic structure was built on the systematic underpayment of Black artists. AI is not disrupting a neutral system. It is disrupting a system that already had serious structural debts.
The Debt That Streaming Inherited
Before streaming, the recorded music industry had a well-documented history of exploiting Black artists. Label contracts structured around “advances” that were actually loans against future royalties trapped artists, disproportionately Black artists, in debt to companies that owned their masters indefinitely. Publishing deals separated artists from their songwriting income. Royalty rates that looked reasonable on paper were eaten by “recording costs,” “packaging deductions,” and promotional fees charged back to artists.
Prince spent years in public protest against Warner Bros., writing “SLAVE” on his face because he felt the contract structure denied him true ownership of his work. James Brown, the godfather of funk, the musician whose recordings formed the sample backbone of hip-hop, was notoriously badly compensated relative to the industry he helped create. TLC filed for bankruptcy at the height of their commercial success because the economics of major label deals made it possible to sell tens of millions of albums and still owe money.
Streaming promised a fairer world. In some ways it delivered. In other ways it replicated the same dynamics at digital scale.
The Streaming Economy’s Unresolved Tensions
Streaming has made music more accessible than at any point in history. But the economic distribution of streaming revenue is strikingly skewed. The top 1% of artists on streaming platforms earn the vast majority of royalties. The long tail of independent and mid-tier artists, the musicians who fill local venues, sustain regional music cultures, and create the sound that everyone eventually samples, earn, on average, vanishingly little.
Black independent artists are disproportionately concentrated in this underserved middle tier. Genres like gospel, neo-soul, independent hip-hop, reggaeton, and afrobeats have massive cultural reach but often operate outside the major label infrastructure that drives algorithmic promotion and editorial playlist placement. The streaming economy’s promise of democratisation has been real but partial: distribution is easier, but discovery and revenue remain concentrated.
AI intensifies this baseline tension. If generative AI can produce millions of streamed tracks automatically, essentially filling the platform with algorithmically palatable content that captures listening time, the royalty pool available to human musicians, including the Black independent artists who most depend on it, shrinks further.
UnitedMasters and the Infrastructure of Independence
One of the most significant business model innovations of the streaming era was built with Black artists explicitly in mind. UnitedMasters, co-founded by Steve Stoute, a former music executive and marketing strategist who built his career at the intersection of hip-hop and brand culture, launched in 2017 with a specific thesis: that Black artists, and independent artists broadly, should own their masters, control their data, and have direct access to brand partnerships without a major label intermediary.
The platform offers distribution, analytics, and direct deal-making, allowing artists to retain ownership and receive a significantly higher percentage of streaming revenue than traditional label deals would offer. Its roster has included artists across hip-hop, R&B, Afrobeats, and gospel. Its implicit critique of the major label system is a direct response to the historical exploitation of Black artists: if the existing infrastructure was designed to extract value from your creativity, build a different infrastructure.
This is not a charity project, it is a business. But it is a business whose model is explicitly corrective, designed to give Black artists tools that the traditional industry denied them.
The Rise of Direct-to-Fan Economics
The broader direct-to-fan movement represents perhaps the most important structural shift in music economics of the past decade. Platforms like Bandcamp, Patreon, and Substack allow artists to build direct financial relationships with their audiences, bypassing the platform as the primary economic actor.
For Black artists, these models have particular resonance. The fan who pays a monthly subscription to support a Black artist is not just buying music, they are often participating in an explicitly community-based act of cultural support. During Bandcamp Fridays, when the platform waived its fee, Black artists saw significant surges in direct support, often from listeners who understood the act of payment as both aesthetic appreciation and economic solidarity.
Social media has enabled the community-building that makes direct-to-fan economics work. Black Twitter, a cultural phenomenon in its own right, characterised by extraordinary speed, wit, and cultural influence, created and broke careers, organised listening parties, rallied support during controversies, and built the kind of intense community loyalty that translates into direct financial support. The fan-to-artist economic relationships that digital tools enable are not separate from the cultural relationships that Black digital communities have built. They are built on them.
New Models Worth Watching
Several emerging approaches suggest where Black music economics specifically may be heading.
Royalty-sharing platforms for AI training data. A small number of companies are experimenting with models where musicians are compensated when their music is used to train AI systems. Given that Black music catalogues form the backbone of much AI music training data, this could represent meaningful economic restitution, if implemented fairly and at scale. The political will to make that happen will need to come from artists, advocates, and sympathetic regulators.
Community ownership and co-ops. Some musicians and music communities are exploring cooperative ownership models for distribution and streaming platforms, structures where artists are members and owners rather than content suppliers. This echoes the cooperative economic traditions that have been part of Black community self-organisation for over a century, from the cooperative banks of the Black Wall Street era to the cooperative buying clubs of the civil rights movement.
Tidal and artist-owned infrastructure. Jay-Z’s acquisition and restructuring of Tidal, with a co-owner roster that includes Beyoncé, Rihanna, Kanye West, Alicia Keys, Nicki Minaj, and others, was an explicit attempt to create artist-owned streaming infrastructure. The model has faced commercial challenges, but the principle it represents, that artists, particularly Black artists, should own the distribution infrastructure their work flows through, is gaining traction beyond Tidal as a specific case.
NFTs and fractional ownership. Despite market volatility, blockchain-based music ownership models remain conceptually powerful. Platforms like Royal have allowed fans to purchase fractional ownership of a song’s streaming royalties, creating genuine financial stakes in an artist’s success. For Black artists with strong direct fan communities, the ability to raise capital directly from those communities, bypassing venture investors and label advances, could be transformative.
The Central Reckoning
Every new business model in the AI era of music must grapple with the same central truth: the creative economy has always been most creative when Black artists were given the resources and freedom to build. Jazz, blues, rock and roll, soul, funk, hip-hop, house, techno, R&B, afrobeats, the dominant commercial music of every decade since recorded sound was invented has been either made by Black artists or directly derived from music they created.
AI does not change this truth. But it does create a new moment of choice. The technology will be used to generate enormous value. The question is whether the communities whose cultural production made that technology possible will share in that value, or watch it be extracted again by a different set of institutions, with a different set of tools, making the same old argument that this time it is different.
The music industry has navigated disruption before. Whether this one ends differently depends on whether we are willing to build something that honestly accounts for where we started.
The law will catch up, eventually. In the meantime, the music keeps playing, and the rules are being written in the air.
