Open Source Software and Artificial Intelligence: Managing Legal Risks and Commercial Opportunities for Businesses

By Ifeoma Ben, LLM, MBA

Open source software has become the foundation of today’s digital economy. From mobile applications and cloud computing platforms to financial technology solutions and Artificial Intelligence systems, businesses increasingly rely on open source technologies to accelerate innovation, reduce development costs, and shorten the time required to bring products to market. Likewise, many Artificial Intelligence applications are built using open source frameworks and models that allow developers to customise and improve existing technologies rather than starting from scratch.

While open source software offers enormous commercial advantages, it also presents legal and regulatory challenges that businesses cannot afford to overlook. Failure to understand licensing obligations, intellectual property rights, cybersecurity responsibilities, and contractual risks can expose organisations to costly disputes, regulatory scrutiny, and reputational damage.

For lawyers, this rapidly evolving landscape presents significant opportunities to advise technology companies, investors, software developers, and corporate organisations on responsible technology adoption while protecting valuable commercial interests.

Understanding Open Source Software

Open source software refers to software whose source code is made available under licences that permit users to access, use, modify, and distribute the software, subject to the terms of the applicable licence. Contrary to a common misconception, open source software is not software without legal protection. It remains protected by copyright, and its use is governed by legally enforceable licence conditions.

Businesses often incorporate open source software into commercial products because it reduces development costs, accelerates innovation, and allows developers to benefit from established technologies maintained by global communities.

Artificial Intelligence development follows a similar pattern. Many widely used AI frameworks, machine learning libraries, and large language models are released under open source or source available licences that permit varying degrees of commercial use and modification.

Lawyers advising technology companies must therefore understand that the legal obligations associated with open source software differ depending on the licence governing each component.

Software Licensing Obligations

Every open source licence contains conditions that users must observe. Some licences are relatively permissive and allow extensive commercial use with minimal obligations. Others impose additional requirements that may affect how software can be modified, distributed, or incorporated into proprietary products.

Lawyers play a crucial role in helping businesses identify the licences governing the software they use, understand the legal implications of those licences, and establish compliance processes that reduce legal risk.

Early legal review is particularly important where companies intend to commercialise products that incorporate open source components, as failure to comply with licence conditions may expose the business to copyright claims, contractual disputes, or requirements to modify its distribution strategy.

Artificial Intelligence and Ownership of Improvements

Artificial Intelligence development frequently involves adapting existing open source models or integrating multiple technologies into a single commercial product. This raises important legal questions concerning ownership of improvements, derivative works, and newly developed software.

Businesses should clearly determine who owns modifications developed by employees, consultants, or third party vendors during AI projects. They should also ensure that contracts appropriately address ownership of newly created intellectual property and the rights to commercialise resulting products.

Lawyers assist organisations by drafting development agreements, intellectual property assignment clauses, and collaboration agreements that provide certainty regarding ownership and future commercial exploitation.

Intellectual Property Risks

Technology companies often focus on innovation without fully considering the intellectual property risks associated with software development. Integrating third party software without understanding applicable licence terms may create significant commercial challenges.

Lawyers conduct intellectual property reviews to identify software components, assess licensing obligations, and ensure that businesses possess the legal rights necessary to distribute their products.

Where Artificial Intelligence systems generate software code, documentation, images, or other outputs, lawyers also advise on ownership, licensing, and commercial use, particularly where contractual arrangements allocate rights between vendors and customers.

Effective intellectual property management increases investor confidence and strengthens the commercial value of technology businesses.

Contractual Protections in Technology Transactions

Businesses acquiring software or Artificial Intelligence solutions should ensure that their commercial agreements adequately address legal and operational risks.

Lawyers negotiate software development agreements, Software as a Service agreements, Artificial Intelligence procurement contracts, technology licensing agreements, and support arrangements that clearly define intellectual property ownership, performance obligations, confidentiality requirements, cybersecurity responsibilities, liability allocation, and dispute resolution mechanisms.

Well drafted contracts reduce uncertainty and protect businesses throughout the lifecycle of technology projects.

Cybersecurity and Supply Chain Risks

Open source software has become an essential component of modern software development, but organisations must also manage the cybersecurity risks associated with software supply chains. Vulnerabilities within third party components may expose businesses to operational disruption or unauthorised access if not properly monitored and maintained.

Lawyers increasingly work alongside technical teams to advise on cybersecurity governance, vendor due diligence, incident response obligations, and contractual protections relating to software security.

As cybersecurity regulation continues to evolve globally, organisations will require integrated legal and technical strategies to manage these risks effectively.

Developing Internal Governance Frameworks

Businesses adopting open source software and Artificial Intelligence should establish internal governance policies that define how software components are selected, reviewed, documented, and maintained.

Lawyers assist organisations in developing policies governing software procurement, licence compliance, intellectual property management, cybersecurity oversight, and regulatory compliance. These governance frameworks help organisations demonstrate responsible technology management while reducing legal exposure.

For organisations seeking investment or international expansion, strong governance practices also improve commercial credibility.

Building Specialist Legal Practices

Open source software and Artificial Intelligence are becoming central to digital transformation across every sector of the economy. As a result, businesses increasingly require lawyers who understand both technology and commercial law.

Young lawyers can build expertise in software licensing, technology transactions, intellectual property, and Artificial Intelligence governance. More experienced practitioners can advise on complex technology acquisitions, investment transactions, cross border technology partnerships, and enterprise wide governance frameworks.

Law firms can also establish dedicated Technology Transactions and Artificial Intelligence Advisory practices that combine expertise in commercial law, intellectual property, cybersecurity, data protection, and regulatory compliance.

Conclusion

Open source software and Artificial Intelligence are accelerating innovation and reshaping the way businesses develop technology products and deliver digital services. While these technologies offer substantial commercial benefits, they also introduce important legal, contractual, and regulatory obligations that organisations must manage carefully.

For lawyers, this represents a rapidly expanding and commercially rewarding practice area. By advising businesses on software licensing, intellectual property protection, technology contracts, cybersecurity governance, and regulatory compliance, legal professionals can position themselves as trusted advisers supporting innovation while protecting long term commercial interests in Nigeria’s growing digital economy.