A technology company deploys a generative AI system to produce marketing copy, product designs, and software modules. The outputs are commercially valuable. The company assumes it owns them. Then a competitor reproduces the same material – and the company's lawyer in Malta discovers that the ownership position is far less settled than the business believed. This is not a hypothetical. It is the situation that an increasing number of international businesses face when they build AI-driven workflows without first addressing the IP dimension under Maltese law.
AI-generated works do not attract automatic copyright protection in Malta. Under Maltese intellectual property legislation, copyright subsists in works that reflect the intellectual creativity of a human author. Where an AI system generates output autonomously – without a sufficiently identifiable human creative act – the resulting work enters a doctrinal grey zone in which ownership is contested and enforcement is uncertain. Businesses operating in Malta must assess each AI output individually and document human contributions with care.
This analysis examines the doctrinal foundations of AI-related IP in Malta, the gap between statute and current practice. The cross-border implications of EU AI regulation. Additionally, the strategic steps that businesses can take now to protect value before the law crystallises.
Doctrinal foundations: what Maltese copyright law requires
Malta's intellectual property legislation derives its core concepts from the civil law tradition but has been significantly shaped by EU harmonisation directives. Copyright protection in Malta requires a work to be original. Originality, in the sense developed by the Qorti tal-Appell (Court of Appeal of Malta) and confirmed by EU jurisprudence, means that the work reflects the author's own intellectual creation.
That requirement creates an immediate problem for AI-generated outputs. An AI system does not hold legal personality. It cannot be an author. It cannot exercise intellectual creativity in the legal sense. The output of a generative AI model is therefore not, on its own, a qualifying work under Maltese copyright legislation.
Three positions compete in practice. The first treats AI output as unprotectable subject matter – a result that falls outside the scope of copyright entirely, like a natural phenomenon or a pure mathematical formula. The second position argues that copyright vests in the human who made the creative choices that shaped the AI's output: selecting the model, crafting the prompt, curating and editing the results. The third position applies an analogy to computer-generated works and asks whether the person who made the arrangements necessary for the creation of the work should be treated as author.
Maltese courts have not yet produced a definitive line of authority on this question. In the absence of local case law, practitioners point to the EU Court of Justice's guidance on the originality standard and to comparative approaches from other civil law jurisdictions. The dominant view among Maltese IP practitioners is that the second position – human creative contribution as the gateway to protection – represents the most defensible reading of current legislation. The practical consequence is that businesses must be able to identify and evidence a human creative act at some stage of the AI workflow.
The ownership question does not end with authorship. Even where a human author can be identified, Maltese intellectual property legislation applies specific rules to works created in the course of employment and to works commissioned under a contract. An employer may hold copyright in works produced by an employee in the course of their duties. A commissioning party, however, does not automatically acquire copyright in works produced by an independent contractor. Technology licensing terms and express contractual assignment clauses therefore carry significant weight in AI deployment contexts.
The gap between statute and practice in Malta's digital services environment
Malta has established itself as a jurisdiction of choice for technology companies, gaming businesses, and digital services operators. That commercial reality has generated practical IP questions that the statute has not yet resolved. The gap between the formal legal position and day-to-day commercial practice is wider here than in jurisdictions with more developed AI-related case law.
Consider software liability. When an AI system generates code that is deployed in a product and that code contains a defect causing harm, the question of who bears liability. the AI developer, the deploying business. Alternatively. The technology licensing counterparty. depends on contractual terms, product liability rules. Additionally, the emerging software liability concepts being developed at EU level. Maltese commercial law does not yet contain specific software liability provisions tailored to AI-generated code. Businesses fill that gap through contract, often without recognising the exposure they are accepting.
A parallel difficulty arises with algorithmic accountability. EU digital services regulation requires certain operators to explain automated decisions that affect users. Maltese businesses subject to those obligations must maintain documentation of their AI systems. That documentation has a secondary IP function: it records the human design and oversight choices that may support a copyright ownership claim. Businesses that treat algorithmic accountability as a pure compliance burden miss its strategic IP value.
For businesses operating intellectual property portfolios in Malta. The practical advice is to treat each AI output as a distinct asset and to conduct an ownership audit at the point of creation rather than at the point of dispute. Waiting until a competitor reproduces the work – or until a licensing counterparty asserts ownership – is the pattern that generates the costliest legal proceedings.
A common mistake made by international businesses entering the Maltese digital services market is to assume that their home-jurisdiction IP position transfers automatically. A business that holds a valid copyright assignment under English law cannot assume that the same assignment covers works created by an AI tool deployed in Malta under a separate technology licensing arrangement. The applicable law analysis must be conducted separately, and the assignment documented under terms that are enforceable in the Maltese legal system.
To explore how AI-generated IP strategy fits within a broader technology law programme in Malta, contact us at info@ferrazwhitmore.com.
EU AI Act compliance and its intersection with Maltese IP strategy
The EU AI Act introduces a risk-based regulatory system for AI systems placed on the market or put into service in the EU. Malta, as an EU member state, applies the AI Act directly. AI Act compliance obligations therefore bind any business that deploys a covered AI system in Malta, regardless of where the system was developed.
The AI Act does not assign intellectual property rights. It is not an IP instrument. However, its requirements interact with IP strategy in three ways that Maltese businesses should understand.
First, the AI Act requires providers of high-risk AI systems to maintain detailed technical documentation. That documentation records the system's design, training data, and intended purpose. In an IP dispute, the same records can serve as evidence of the human creative decisions that shaped the AI's outputs. which is the evidentiary foundation for a copyright claim under Maltese intellectual property legislation.
Second, the AI Act imposes human oversight requirements on high-risk systems. A business that can demonstrate active human oversight of an AI creative workflow is in a stronger position to argue that the outputs reflect human intellectual creativity. The oversight logs required for AI Act compliance therefore have a dual function: regulatory and evidentiary.
Third, the AI Act's transparency obligations for general-purpose AI models address training data. Where a general-purpose AI model was trained on third-party copyrighted works, the model provider must document its approach to copyright compliance. Businesses that deploy such models in Malta carry a residual risk: if the model was trained on improperly licensed material, the outputs may infringe the rights of the original copyright holders. Due diligence on the AI tools deployed is therefore a necessary part of IP risk management, not merely an AI Act compliance exercise.
For businesses operating across multiple EU jurisdictions, the AI Act creates an opportunity to build a unified compliance and IP documentation programme. A business that maintains AI Act-compliant technical documentation in Malta will have usable records in any EU jurisdiction where a dispute arises. The marginal cost of extending that documentation programme to cover IP ownership evidence is low. The benefit – a defensible chain of title for every AI-generated asset – is substantial.
Practitioners working in Malta's technology sector note that the most exposed businesses are those that adopted AI tools rapidly during 2023 and 2024 without updating their IP agreements or implementing documentation protocols. Those businesses now hold portfolios of AI-generated material whose ownership is unclear and whose enforceability is untested.
Cross-border implications for European clients using Malta as a base
Malta's position as a gateway for EU market entry makes IP questions in this jurisdiction directly relevant to international businesses that hold assets or operate through Maltese entities. A work created in Malta may be exploited across the EU, and the IP position in Malta will affect the enforceability of that exploitation.
Enforcement of copyright in other EU member states generally requires the work to be protected in the jurisdiction where protection is sought. If a work is unprotectable in Malta because it lacks sufficient human creative input. A Maltese entity cannot rely on that work as the foundation for an infringement claim in another member state. at least not without demonstrating that the applicable law of the other member state produces a different result.
Choice of law in IP disputes within the EU follows the lex loci protectionis (the law of the country where protection is claimed) principle. This means that the Maltese IP position does not automatically determine outcomes in Germany, France, or the Netherlands. However, where the creative work was produced in Malta and the chain of title originates there, the Maltese ownership analysis forms the starting point of any cross-border IP strategy.
For businesses that produce AI-generated works in Malta and distribute them across Europe, the most reliable strategy is to satisfy the highest common denominator for human creative input across all relevant jurisdictions. If the work demonstrably reflects human intellectual creativity in the sense required by the EU harmonisation standard. It is likely to attract protection throughout the EU. regardless of which member state's courts are asked to enforce it.
A cross-border scenario that arises frequently involves technology licensing between a Maltese operator and a counterparty in another EU jurisdiction. The licensor may generate AI-produced content under the licence agreement and treat it as licensed material. The licensee may later discover that the content is not protectable in its home jurisdiction because the human creative contribution is insufficiently documented. The licensee then disputes the value of the licence and seeks a reduction in fees. Disputes of this type are resolved by reference to the contract terms, the applicable law clause, and the documentation of creative process – none of which the parties typically negotiate with this risk in mind.
The comparative analysis of AI-generated works across the EU is developing rapidly. For a parallel treatment of the Portuguese position on the same questions. See our analysis of AI-generated works and intellectual property in Portugal. This examines how civil law principles apply in a jurisdiction with a longer history of digital economy regulation.
For a tailored strategy on AI-generated IP protection and cross-border licensing in Malta, reach out to info@ferrazwhitmore.com.
Strategic recommendations and outlook
The legal position in Malta will not remain static. EU-level developments – including ongoing discussions around AI liability, the expansion of AI Act implementation guidance, and potential amendments to copyright harmonisation directives – will shape domestic law over the next several years. Businesses that wait for certainty before acting will find that their competitors have already secured the first-mover advantages that clear IP documentation provides.
The following strategic steps are applicable to businesses currently deploying AI in Malta.
The first priority is a documentation protocol for every AI-generated work. The protocol should record who initiated the creative task, what instructions were given to the AI system. What human review and editing was applied to the output. Additionally, who approved the final work for commercial use. This record does not need to be elaborate. It needs to exist and to be maintained consistently.
The second priority is contract review. Technology licensing agreements, contractor agreements, and employment contracts should all contain express IP assignment clauses that address AI-generated works specifically. A general assignment of "all works created in the course of the engagement" may not cover AI outputs in the way the parties intend. Specific language that addresses the human-AI collaborative process is necessary.
The third priority is AI Act compliance integration. Businesses subject to the AI Act's documentation and oversight requirements should extend those compliance records to serve the IP ownership function described above. The marginal cost is low. The benefit is a dual-purpose record that satisfies both the regulator and, if necessary, the court.
The fourth priority is regular portfolio auditing. As AI tools evolve and workflows change, the ownership analysis for a given category of output may shift. A business that audited its AI IP position in 2024 should revisit that analysis in light of the AI Act's phased implementation and any new guidance from Maltese or EU authorities.
For businesses that deploy AI across multiple jurisdictions, the Maltese position is one layer of a multi-jurisdictional IP strategy. The AI and technology law practice at Ferraz & Whitmore in Malta works with clients to build documentation and ownership structures that are defensible across EU member states, not only in the domestic context.
The outlook for Maltese IP law in the AI domain points toward gradual clarification rather than sudden resolution. The Qorti tal-Appell will eventually address the authorship question directly. EU legislative developments will narrow the gap between jurisdictions. In the interim, the businesses that will benefit most are those that treat AI-generated IP as a distinct asset class requiring specific legal treatment – not as an afterthought to their technology deployment decisions.
Frequently asked questions
Q: Can an AI-generated work be protected by copyright in Malta?
A: Under Maltese intellectual property legislation, copyright attaches to works that reflect the intellectual creativity of a human author. A work generated autonomously by an AI system – without sufficient human creative input – does not qualify for copyright protection under current law. Businesses that rely on AI-generated content should document the human contributions made during creation to strengthen any ownership claim.
Q: How does the EU AI Act affect IP ownership strategies for AI tools deployed in Malta?
A: AI Act compliance obligations do not directly assign IP ownership, but they shape how AI systems must be designed and documented. High-risk AI systems require detailed technical documentation and human oversight measures. Those records can serve as supporting evidence of human creative involvement – which is precisely the threshold that Maltese copyright law demands for protection to attach.
Q: Who owns the IP in an AI-generated work when a contractor develops the tool for a client?
A: Ownership in a contractor scenario depends on the technology licensing terms in the development agreement, the degree of creative direction each party exercised, and whether the contract contains an express IP assignment clause. Without a well-drafted assignment, default rules under Maltese intellectual property legislation may leave ownership with the contractor rather than the commissioning client. Businesses should obtain written assignments of all IP before deploying contractor-developed AI tools commercially.
About Ferraz & Whitmore
Ferraz & Whitmore is an international law firm based in Lisbon, advising business clients across 46 jurisdictions. Our IP and technology law practice assists technology companies, digital services operators. Additionally, institutional investors in building legally sound AI strategies. covering AI-generated works ownership. AI Act compliance, algorithmic accountability, software liability. Additionally, technology licensing across EU and international markets. Engaging a lawyer in Malta with cross-border IP experience is essential when AI-generated assets form part of a business's commercial value. As an international law firm in Malta and across Europe, we combine Portuguese civil law expertise with English common law tradition to deliver results-oriented counsel. Our attorneys have advised on AI and IP matters before regulatory bodies and in cross-border licensing disputes across both civil law and common law systems. The firm's Lisbon base provides direct access to EU regulatory developments, while our common law expertise supports enforcement strategies in English-speaking jurisdictions. To discuss how AI-generated IP rules apply to your operations in Malta, contact us at info@ferrazwhitmore.com.
Disclaimer: This publication is provided for informational purposes only and does not constitute legal advice. The information herein should not be relied upon as a substitute for professional legal counsel tailored to your specific circumstances. Ferraz & Whitmore assumes no liability for actions taken or not taken based on the contents of this material. For advice regarding your particular situation, please contact info@ferrazwhitmore.com.