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AI Licensing in the Music Industry: A Huge Mess
Articles
November 10, 2025

AI Licensing in the Music Industry: A Huge Mess

The music industry is facing a messy new frontier. Recently, Universal Music settled a lawsuit with the AI music platform Udio. They struck a deal that allows the platform to legally license AI-generated music

On the surface, it might seem like just another licensing agreement, but this deal is a signal of bigger challenges ahead. 

AI artists, AI-generated tracks, and the licensing complexities they introduce are forcing labels, publishers, and creators to rethink how music rights are managed in a digital-first, AI-powered world.

The Rise of AI Artists

AI-generated music isn’t theoretical anymore. Artists like Xania Monet have made headlines by charting on Billboard and signing million-dollar deals for AI-assisted projects. Even legendary producers like Timbaland are experimenting with AI talent by signing artists like Tata to AI-centric labels

These developments are exciting and offer new creative opportunities and revenue streams, but they also highlight the ambiguity surrounding rights, royalties, and licensing.

Unlike human artists, AI creations can be infinitely reproducible and remixable. A single AI track can spawn countless variations (each monetizable). That raises questions about ownership: who gets paid, how much, and for which version? 

Traditional music licensing frameworks weren’t designed to handle these scenarios, which makes deals like Universal and Udio’s a blueprint for navigating a complex landscape.

Licensing in the Age of AI

Music licensing has always been complicated, but AI adds a new layer. Licensing AI-generated tracks requires clarifying who owns the output: the platform, the user, or the label? 

How are royalties calculated for compositions that may sample existing works or emulate established artists’ styles? 

Moreover, as Water & Music notes, these questions are not just technical, they’re ethical, legal, and financial. Rights holders need frameworks that ensure proper attribution and fair compensation. As a result, creators must understand the scope of what AI tools allow them to produce and monetize.

The Universal-Udio deal is a first step. It established that large labels are willing to license their catalogs for AI-generated content under defined terms. 

This creates a potential pathway for other AI platforms and services, but it also shows how much work remains. Each AI-generated composition could involve multiple layers of rights, underlying recordings, compositions, samples, and even the AI model itself.

Opportunities and Risks

Opportunities:
  • Rapid content generation: Enables music creation at a pace unattainable with human-only production.
  • Personalized experiences: Creates tailored music experiences that adapt to listener preferences.
  • Scalable production: Allows output to expand without logistical limits like studio availability or touring.
  • Creative experimentation: Encourages exploration across new genres, styles, and collaborations.
Risks:
  • Unclear ownership: Raises disputes over who holds rights to AI-generated works.
  • Copyright challenges: Makes it difficult to determine infringement when AI references or mimics existing material.
  • Market dilution: Floods streaming platforms with vast amounts of AI-created music, reducing visibility for human artists.
  • Unlicensed releases: Increases the risk of derivative or unapproved content reaching the market.
  • Revenue disruption: Shifts how success and monetization are measured, especially when viral AI tracks emerge outside label control.
  • Enforcement issues: Complicates legal and licensing oversight for independent creators and AI platforms operating beyond formal agreements.

What Does This Mean for Creators? 

For artists, understanding AI licensing has become an essential part of navigating the modern music industry. Even if they’re not actively creating AI-generated music themselves, their works could be sampled, remixed, or emulated by AI platforms without their knowledge. Therefore, licensing strategies, contracts, and copyright knowledge must evolve to protect both human and AI-generated creations.

Creators who embrace AI while staying informed about rights and licensing can unlock entirely new revenue streams and expand their creative toolkit. AI can help artists prototype ideas quickly, explore new sounds, or generate backing tracks, allowing them to iterate faster than ever before. 

At the same time, artists who ignore the implications of AI risk losing control over how their works are used or monetized. Unauthorized AI recreations could dilute an artist’s brand, impact revenue from traditional streams like streaming and sync licensing, and even create legal disputes that are costly to resolve. 

Beyond legal and financial considerations, understanding AI licensing also has creative implications. Artists who integrate AI thoughtfully can expand their artistic range, experiment with virtual performances, or reach audiences in novel ways. Those who fail to adapt may find themselves sidelined.  

Final Thoughts 

The Universal-Udio deal is a watershed moment in AI licensing. It signals that the industry is beginning to address the complexities of AI music in a structured way. 

But the broader ecosystem remains in flux. 

Ultimately, AI licensing is a whole mess, but it’s also an opportunity. The deals we see today are just the beginning, and how the industry responds will shape the future of music for years to come.

At Reprtoir, we help grow your music business with a tailored platform designed for record labels and creators. Learn more today.

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