AI Meets Franchising: Who Owns the Data and Who Bears the Risk?

Artificial intelligence is rapidly moving from an experimental technology to an everyday business tool. Franchise networks are no exception. Franchisors are using AI to create advertising campaigns, analyse customer behaviour, forecast demand, monitor performance and streamline operations. Franchisees, meanwhile, are turning to generative AI to prepare social media content, respond to customers, analyse sales and reduce administrative costs.

 

But the rapid adoption of AI creates a legal question that many franchise agreements were never designed to answer: who bears the risk when artificial intelligence makes a mistake?

 

A franchise agreement traditionally establishes the rights and obligations of two parties operating under a common brand. It deals with matters such as intellectual property, territory, marketing, quality standards, fees, confidentiality, data and termination. AI now cuts across almost all of these areas.

 

A franchisee may use an AI system to generate an advertisement containing a false claim. A franchisor may require franchisees to use a centralised AI platform that processes customer information. An automated system may incorrectly identify a franchisee as non-compliant. Or an AI-generated marketing campaign may inadvertently reproduce material belonging to a third party.

 

Without clear contractual rules, determining responsibility could become complicated.

 

Who Owns AI-Generated Marketing Material?

 

One of the most immediate issues concerns intellectual property. Franchise networks depend heavily on marketing material, including advertisements, photographs, videos, social media posts, website content and promotional campaigns. Increasingly, some of this material may be produced or assisted by generative AI. The franchise agreement should therefore establish who owns, controls and may use AI-assisted content.

 

This is not necessarily straightforward. The legal treatment of AI-generated works can differ between jurisdictions, particularly where human involvement in creating the material is limited. There may also be uncertainty about whether an AI-generated image, text or design incorporates material derived from third-party works.

 

A franchisor may want all marketing content created for the brand to belong to, or be controlled by, the franchisor. Conversely, a franchisee may argue that it should retain rights over material it independently develops and pays for.

 

The agreement should distinguish between brand-owned content, franchisee-created content and AI-generated or AI-assisted content.

 

It should also specify whether franchisees are permitted to modify centrally approved AI-generated material and whether they must obtain approval before publishing it.

 

Can Franchisors Mandate AI Systems?

 

Franchisors generally seek consistency across their networks. They may therefore decide that franchisees must use an approved AI-powered customer relationship management system, marketing platform, inventory tool or compliance system.

 

From the franchisor's perspective, a centralised system can improve efficiency and produce more consistent results. From the franchisee's perspective, however, mandatory technology can create additional costs and raise questions about control and autonomy.

 

A franchise agreement should clearly establish whether the franchisor can introduce new AI systems during the franchise term. This is particularly important where the original agreement was signed before AI became an important part of the business model. A broadly drafted technology clause may give the franchisor considerable flexibility, but franchisees may still want protection against unreasonable costs or disruptive technology changes.

 

The agreement could address issues such as implementation costs, subscription fees, training, system upgrades, technical support and the circumstances in which a franchisee may use an alternative system.

 

Who is Liable for an AI-Generated False Advertising Claim?

 

AI can produce content quickly, but speed does not remove legal responsibility. Suppose a franchisee asks an AI system to create an advertisement claiming that a restaurant's product is "the healthiest choice" or that a service is "guaranteed" to produce a particular result. If the statement is inaccurate, the resulting regulatory, consumer or reputational consequences could fall on the franchisee, the franchisor or potentially both, depending on the circumstances.

 

This creates a difficult contractual question. A franchisor may argue that the franchisee was responsible because it independently generated and published the material. The franchisee, however, may argue that it was using an AI tool supplied or recommended by the franchisor. Franchise agreements should therefore identify responsibility for AI-generated marketing and establish approval procedures.

 

Where the franchisor provides the AI platform or centrally generated content, the contract could set out the extent of the franchisor's responsibility for reviewing and approving material. Where the franchisee independently uses an external AI platform, the franchisee could remain responsible for ensuring that its output complies with brand standards, advertising laws and applicable regulations. Ultimately, AI should not become a contractual excuse for inaccurate advertising.

 

Who Owns the Customer Data?

 

Data is another major area of risk. Franchise businesses routinely collect customer names, contact details, purchasing histories, preferences and behavioural information. AI systems can use this information to identify trends, personalise marketing and predict customer behaviour.

 

But who owns that data? The answer may depend on the applicable law and the contractual structure between the parties. More importantly, the franchise agreement should clearly define the rights and responsibilities of each party.

 

Questions should include:

 

• Who collects the customer information?
• Who determines the purposes for which it is processed?
• Can the franchisor access franchisee customer databases?
• Can customer information be transferred across borders?
• Can AI systems use customer data to train or improve models?
• How long may the data be retained?
• What happens to the data when the franchise agreement ends?

 

These issues become particularly important when a franchise network operates across several countries, each with different data protection requirements.

 

A franchise agreement should not simply state that "the franchisor owns all customer data". It should also address lawful processing, security, access rights, retention, international transfers and responsibilities in the event of a data breach.

 

Can Franchisees Use Generative AI Independently?

 

Franchisees increasingly have access to inexpensive AI tools that can create marketing copy, images, videos, customer responses and business reports.

 

The problem for franchisors is that unrestricted use can undermine brand consistency. A franchisee could unknowingly create an AI-generated advertisement featuring an inaccurate product description, use an image that creates an intellectual property dispute or publish content that conflicts with the franchisor's brand guidelines. The franchise agreement should therefore establish an AI acceptable-use policy.

 

It could identify approved tools, prohibited uses and circumstances requiring prior approval. It could also prohibit franchisees from entering confidential business information, trade secrets or sensitive customer information into publicly available AI systems.

 

Training should form part of the framework. Franchisees and their employees need to understand not only how to use AI effectively, but also its limitations.

 

Can AI Monitor Franchisee Compliance?

 

AI also gives franchisors unprecedented opportunities to monitor franchise operations. An AI system could analyse sales figures, customer reviews, employee records, inventory data and digital marketing activity to identify possible breaches of franchise standards. This may improve compliance, but it also introduces a new layer of legal and commercial risk.

 

What happens if the system gets it wrong? An automated tool might incorrectly conclude that a franchisee has breached a contractual requirement. If that conclusion triggers a warning, financial penalty or termination process, the franchisee may challenge the decision.

 

The agreement should therefore make clear whether AI-generated findings are merely alerts for human investigation or can themselves trigger contractual consequences.

 

A strong approach would require human review before serious enforcement action is taken. This preserves the benefits of automated monitoring while reducing the risk of decisions based on inaccurate or incomplete data.

 

What Happens When AI Makes a Commercially Damaging Decision?

 

The most difficult disputes may arise when AI makes decisions that are technically permitted but commercially harmful. Imagine an AI system recommends reducing inventory at a particular franchise location because historical data suggests weak demand. A sudden local event then produces an unexpected surge in customers, leaving the franchisee unable to meet demand.

 

Who should bear the resulting loss? Consider an AI pricing system that automatically adjusts prices across hundreds of franchise outlets. If the algorithm adopts a pricing strategy that reduces sales, alienates customers or creates regulatory concerns, it may be difficult to determine whether the franchisor, the franchisee or the technology provider should be held responsible. Franchise agreements should therefore address the allocation of risk associated with automated decision-making.

 

They should identify which decisions can be automated, which require human approval and who is responsible for monitoring AI systems.

 

Building AI Clauses into Franchise Agreements

 

AI should no longer be treated simply as a technology issue. It is becoming a contractual, intellectual property, data protection, compliance and risk-management issue.

 

Future franchise agreements are likely to contain dedicated AI provisions covering several areas.

First, the agreement should define what constitutes an approved AI system and establish rules governing its use.

Second, it should address ownership and licensing of AI-generated or AI-assisted content. Third, it should allocate responsibility for inaccurate, unlawful or misleading AI-generated material. Fourth, it should establish strict rules for entering confidential information and customer data into AI platforms.

 

Fifth, it should address cybersecurity, data breaches and third-party AI providers.

 

Sixth, it should establish audit and monitoring rights while ensuring that automated compliance systems do not replace appropriate human oversight.

 

Finally, the agreement should provide flexibility. AI technology will continue to change rapidly, and a clause drafted today should not become obsolete when a new generation of AI tools emerges.

 

The Franchise Agreement of the Future

 

Franchising has always been built around a balance between control and independence. The franchisor protects the brand and establishes standards, while the franchisee operates the individual business and assumes many of the day-to-day commercial risks. AI complicates that balance.

 

When the franchisor supplies the technology, controls the data and sets the algorithmic rules, it may have greater responsibility for the consequences. When the franchisee independently chooses and operates an AI tool, the risk may shift towards the franchisee. But the answer will rarely be as simple as assigning all AI risk to one party.

 

The better approach is to identify the specific technology, the decision being made, the data being processed and the party exercising control.

 

AI may ultimately make franchising more efficient, more data-driven and more scalable. But it can also create new disputes over intellectual property, advertising, privacy, compliance and liability. The franchise agreement must therefore evolve alongside the technology.

The central question is no longer whether a franchise business will use AI. It is whether the parties have agreed, in advance, who owns its output, who controls its data and who pays when the algorithm gets it wrong.

 

Dr. Sunil Ambalavellil is the Global Executive Chairman of Kaden Boriss, an international law firm specialising in franchise and business agreements. A seasoned legal adviser, he has advised and supported the international growth of numerous global brands, helping them navigate the legal complexities of cross-border expansion.

 

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