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Redefining Confidentiality Contracts as Risk Mitigants for AI-Driven Disclosure

Abstract

This paper discusses the evolving landscape of confidentiality risks associated with the widespread adoption of artificial intelligence (AI) tools in corporate environments. As organisations increasingly leverage AI, traditional confidentiality mechanisms, such as non-disclosure agreements (NDAs) and standard confidentiality provisions in substantive contracts, are proving inadequate to address the unique confidentiality challenges posed by AI systems. Therefore, legal counsel play an important role as the first line of defence when drafting or negotiating confidentiality provisions in any contract. This paper identifies four critical areas for legal teams to address in a practical manner: (1) redefining confidential information to encompass AI-specific categories of information; (2) establishing clear contractual parameters for the use, training, and storage of confidential information within AI models; (3) regulating the role of third-party AI tools as sub-processors; and (4) strengthening contractual remedies, indemnities, and exit protocols. The analysis highlights the need for a risk-based, pragmatic approach to drafting confidentiality provisions that balances operational efficiency with robust safeguards. This paper concludes that effective AI governance requires flexible, tailored contractual frameworks that anticipate the complexities of AI-driven data processing and mitigate the risk of unauthorised disclosure or misuse of sensitive information.

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Author

Portrait image of Omavuaye Akintola
Omavuaye Akintola
Associate General Counsel, Abu Dhabi National Oil Company (ADNOC) P.J.S.C., UAE

Omavuaye serves as the Associate General Counsel (Innovation & Business Support) at ADNOC. She is licensed to practice law as a barrister and solicitor in Nigeria, England & Wales, and Ontario, Canada, and is also a Notary Public in Ontario. With extensive legal expertise spanning dispute resolution, intellectual property, technology (including artificial intelligence), commercial contracts, real estate, and corporate social responsibility, amongst others, she brings valuable experience to her role. Currently, Omavuaye is pursuing a doctorate at The British University in Dubai, where she plans to write a thesis on specific IP issues related to AI.

Company

Abu Dhabi National Oil Company (ADNOC) P.J.S.C. logo

Abu Dhabi National Oil Company (ADNOC) P.J.S.C.

Abu Dhabi National Oil Company (ADNOC) is the state-owned energy company of the Emirate of Abu Dhabi and a major global oil and gas producer. It manages the UAE’s hydrocarbon reserves and operates across the full energy value chain, from exploration and production to refining, petrochemicals, and distribution. ADNOC plays a central role in the UAE economy and is expanding into lower-carbon solutions, including hydrogen and carbon capture. It focuses on operational efficiency, strategic partnerships, and sustainable growth to meet global energy demand while supporting the UAE’s energy transition objectives, with technology (particularly AI) as a pivotal enabler.

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