Music labels oppose AI, but they have to accept it

Major music companies have found a way to accommodate artificial intelligence: make it part of their business. The technology can threaten their catalogs, compete for listeners, and weaken their negotiating position. However, it can also generate licensing fees, subscriptions, and new products built around those same catalogs.

That tension explains more than a simple story about labels hating machines. AI music that produces no income for them presents a commercial threat. AI music that operates through their agreements presents an opportunity. Their recent partnerships show how quickly opposition can coexist with incorporation.

Consequently, “their own” does not necessarily mean owning an AI company outright. It can mean licensing the recordings, shaping the product, negotiating restrictions, and collecting a share of the revenue. Labels can accept the technology while trying to preserve their place between creators and audiences.

From lawsuits to partnerships

In June 2024, major record companies sued AI music developers Suno and Udio over alleged copyright infringement. Their complaints challenged the use of protected recordings to train music generators. The Suno complaint also warned that generated tracks could compete with human recordings and undermine their value. These were allegations and arguments in litigation, rather than judicial findings. [1]

By October 29, 2025, Universal Music Group had announced a settlement and partnership with Udio. Their agreement covered recorded music and publishing licenses, alongside plans for a new subscription platform. Universal explicitly presented the arrangement as a source of further revenue for artists and songwriters. [2]

Warner Music Group followed with a Suno partnership on November 25, 2025, settling their dispute. The announcement described licensed models and future experiences involving artists who chose to participate. Warner also emphasized opportunities to expand revenue. [3]

The dispute therefore cannot be understood as a blanket refusal to accept AI music. Licensing changes who authorizes the activity, who sets conditions, and who receives money. Those changes can address legitimate concerns, while also making a threatening technology commercially useful to established companies.

They are already building the market

The shift extends beyond settlements. In November 2025, KLAY announced separate AI licensing agreements with Universal, Sony, Warner, and their publishing businesses. The company described a model trained entirely on licensed music and a subscription experience built around interactive listening. [4]

More recently, Suno announced its v6 models on September 9, 2026. It said it had developed them with industry partners including Warner, BMG, and Believe. Artist-specific, opt-in experiences remained part of its stated plans for future products. That distinction matters: a partnership announcement does not mean every promised feature already exists. [5]

On September 10, Universal announced another agreement, this time with ElevenLabs. The companies described a separate platform under development for remixes, mashups, and other interpretations of participating artists’ music. Licensing and joint product development formed part of the arrangement. [6]

These deals show an industry actively negotiating its position inside AI. The commercial question has become how to participate while preserving the value of existing rights. Keeping AI permanently outside the business is already inconsistent with the strategy these companies have announced.

The struggle is over access and revenue

In my earlier article, “How would music look if labels were not a cartel?”, I argued that easier distribution does not automatically dissolve corporate power. Access, visibility, and ownership can remain concentrated even when almost anyone can upload a recording. AI adds another layer to that problem.

However, it did not conclude that competition failures primarily explained the outcomes troubling creators. That distinction should remain clear. [7]

The question raised by AI concerns the next market. Large catalogs can give their controllers valuable negotiating assets. If recognizable music helps sell a generative service, access to those rights becomes part of the product’s commercial foundation.

Under that model, a company can earn money when people listen to its catalog and when they pay to transform it. The technology changes, but ownership can continue to determine who participates in the revenue.

A new product for the same catalog

Universal and Spotify made that commercial logic explicit in May 2026. They announced licensing agreements for an AI tool that would let fans create covers and remixes. The planned service would operate as a paid add-on for Spotify Premium users, with participating artists and songwriters sharing in the value. [8]

The significance extends beyond another feature in a music app. Listening becomes one paid activity; creating personalized variations becomes another. A familiar catalog can support additional transactions without requiring a conventional new album for each experience.

Fans may enjoy those possibilities. Musicians may also find worthwhile creative uses and income opportunities. Nevertheless, an appealing product does not answer every question about control. The terms still determine who can participate, what users may do, and how the money reaches contributors.

Protecting artists requires more than a licensing announcement

Consent and compensation are substantive issues. A musician can reasonably object to an unauthorized imitation or demand payment where an agreement requires it. Supporting AI does not require treating those concerns as obstacles to progress.

However, a label’s interests and every musician’s interests do not automatically coincide. In June 2026, the American Federation of Musicians filed suit over AI licensing arrangements involving Universal and Warner businesses. The union alleged failures to notify it and compensate musicians under contractual provisions governing new uses of recordings. Its August update identified Warner Records, Atlantic, and Universal among the defendants. [9]

Those allegations do not establish that the companies breached their agreements. Universal told Reuters that its AI strategy protected artists and songwriters. It also described the dispute as arising during collective bargaining negotiations and said it would pursue a resolution through that process. [10]

Nevertheless, the dispute exposes a question that promotional language cannot settle. A company can receive licensing revenue while contributors disagree about what they should receive. Anyone invoking artists’ protection should welcome scrutiny of payment, consent, and accounting.

Acceptance can also bring restrictions

The Udio–Universal announcement described a transition in which creations would remain within a controlled environment, alongside filtering and fingerprinting measures. Meanwhile, Warner’s Suno announcement outlined paid-account requirements and limits for future downloads. Commercial cooperation came with changes to how users could access their creations. [2–3]

Those conditions may serve several purposes, including rights protection and product monetization. However, users still experience their practical consequences. They need to know whether they can export a track, edit it elsewhere, publish it, or continue using it after canceling a subscription.

This is where technological freedom and contractual freedom can diverge. A system may make generating music easier while placing more conditions on what happens afterward. Judging the future by the quality of generated audio alone misses that distinction.

Why labels face pressure to participate

No law requires a label to approve every AI product. A company may challenge particular uses, decline a license, or support artists who reject certain applications. The pressure to accept AI is commercial and strategic, rather than an obligation to abandon its rights.

As competing services improve, a label must decide whether participation offers more value than exclusion. Partnerships can influence product design and create income. Refusing all involvement could leave others to establish the business relationships and expectations around a growing category.

The deals already announced suggest that major companies see an advantage in participation. They can defend existing rights while negotiating access to new markets. From their perspective, litigation and licensing need not be contradictory tactics.

That does not make every claim about protecting creativity insincere. It does mean that financial incentives belong at the center of the analysis. The labels’ own announcements repeatedly describe new revenue opportunities, alongside their promises to support artists.

Independent creators need meaningful room

AI could help people explore musical ideas without securing a major-label contract. A songwriter might test arrangements, a small studio might develop drafts, and an amateur might experiment with unfamiliar styles. Whether those possibilities become lasting independence depends partly on access, price, and usable rights.

A market organized around a few catalog owners and a few AI providers could reproduce familiar imbalances. Independent musicians should have viable routes to license their work, negotiate participation, and reach audiences. They should also be able to decline involvement without treating that decision as a rejection of technology itself.

Likewise, listeners deserve accurate information about the recordings and performers presented to them. Musicians deserve understandable terms and an account of how payments work. These expectations should apply to established labels and AI startups alike.

Replacing one powerful intermediary with another would leave the central problem unresolved. The relevant test is whether creators gain practical choices and negotiating power as the technology develops.

They want AI to belong inside their business

The major labels’ partnerships make a categorical rejection of AI difficult to sustain. They are already licensing catalogs, collaborating on products, and discussing new sources of income. Their preferred future includes artificial intelligence under arrangements they help negotiate.

That is what making AI “their own” means. They do not need to invent every model or own every generated track. They need a commercially valuable position in the process and terms that preserve it.

The public should judge those terms by their consequences. Do musicians receive meaningful control and compensation? Can independent creators compete? Do customers understand what they are buying and what they may do with it?

AI that generates no revenue for a label can threaten its business. AI that brings licensing income can strengthen it. The contracts show how major music companies are working to turn the first situation into the second.

Sources

1. Original Suno complaint, filed June 24, 2024.

2. Universal–Udio settlement and partnership, October 29, 2025.

3. Warner–Suno partnership, November 25, 2025.

4. KLAY licensing agreements with the major music groups, November 20, 2025.

5. Suno introduces v6, September 9, 2026.

6. Universal–ElevenLabs agreement, September 10, 2026.

7. CMA music and streaming market study, executive summary, November 2022.

8. Spotify–Universal agreements for AI covers and remixes, May 21, 2026.

9. AFM’s account of its litigation, August 21, 2026.

10. Reuters: Musicians union sues record labels over AI licensing, June 5–6, 2026, including Universal’s response.


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