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| 3 minute read

The Role of AI in Mediating Software Licensing Disputes

In the rapidly advancing digital era, software licensing disputes have become a frequent challenge for businesses worldwide. These disputes arise as companies grapple with complex software agreements and stringent compliance requirements. The integration of Artificial Intelligence (AI) into this realm offers transformative capabilities, enabling rapid and precise data analysis that aids in resolving these conflicts more effectively. AI's potential to process vast data sets with speed and accuracy makes it an indispensable tool in navigating the complexities of software licensing disputes.

Ankura’s Recent Case Example

In a recent case, a software publisher audited the licenses of Ankura's client, a technology company, and claimed that the company owed over USD 60 million in licensing fees. Recognizing the severe financial and reputational risks, the client engaged Ankura to scrutinize the audit's accuracy. Ankura conducted a detailed analysis of the audit report, examining the methodology to spot discrepancies and verifying the audit data against the client’s procurement records. We also reviewed communications and contracts to identify any miscommunications. The expert report prepared by Ankura was pivotal, showcasing inaccuracies and providing compelling evidence, which led to out-of-court negotiations. The software publisher eventually settled for about 1/10th of the initial claim, highlighting Ankura's effectiveness in resolving such disputes.

AI is revolutionizing the field of software licensing dispute mediation by providing the ability to efficiently analyze complex datasets and identify discrepancies. As these disputes become increasingly common and intricate, the integration of AI with expert services like those offered by Ankura can significantly enhance dispute resolution strategies, ensuring fair and efficient outcomes. As the digital landscape continues to evolve, the role of AI in this domain will expand, opening new avenues for conflict resolution and compliance assurance. 

Challenges in Software License Disputes  

Navigating software licensing disputes involves addressing several challenges. These disputes often stem from complex, multi-layered agreements that can be interpreted in various ways. Compliance failures, discrepancies in auditing processes, and misunderstandings over licensing terms can lead to significant financial penalties and damage to a company's reputation. Additionally, the sheer volume and complexity of data involved in these disputes necessitate sophisticated analytical tools to ensure accurate interpretation and resolution.

Who does this impact?

The implications of software licensing disputes are far-reaching, impacting a variety of stakeholders. Software publishers may face revenue losses and strained relationships with clients, while technology companies risk incurring substantial financial penalties and reputational harm. Legal professionals tasked with navigating these disputes must unravel complex agreements and audit reports, often under significant time pressure. Furthermore, end-users and customers can also be affected, facing potential disruptions in service and increased costs.

How Ankura Can Help

At Ankura, we leverage cutting-edge proprietary AI tools to assist clients in resolving software licensing disputes effectively. Here is how we can support our clients:

  • Initial Consultation and Case Assessment: Ankura begins with an in-depth initial consultation to understand the specifics of the dispute, assess the potential impact, and strategize a tailored approach for resolution.
  • Detailed Investigation and Data Collection: A thorough investigation and systematic data collection process ensures that all pertinent information is captured and analyzed.
  • Expert Analysis and Evaluation: Utilizing cutting-edge AI and advanced analytical tools, Ankura conducts a detailed analysis of licensing agreements and audit reports. This approach uncovers discrepancies and ensures compliance with licensing terms, providing a robust foundation for dispute resolution.
  • Report Preparation and Review: Ankura prepares detailed, forensically sound reports designed to withstand rigorous legal scrutiny. These reports clearly summarize findings and highlight any compliance issues or inaccuracies.
  • Presentation and Testimony: In legal proceedings, Ankura’s experts offer clear and authoritative testimony, presenting their findings with compelling evidence and analysis.
  • Ongoing Support and Consultation: Ankura provides continuous support and consultation throughout the dispute process, ensuring clients are informed and well-prepared for any developments.
  • Post-Resolution Analysis: Following the resolution, Ankura conducts a comprehensive post-resolution analysis to assess outcomes and provide strategic insights, helping clients avoid future disputes and improve compliance practices.

 

Contact Amit Jaju to learn more about how we can help your organization resolve disputes related to technology efficiently. 

 

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© Copyright 2025. The views expressed herein are those of the author(s) and not necessarily the views of Ankura Consulting Group, LLC., its management, its subsidiaries, its affiliates, or its other professionals. Ankura is not a law firm and cannot provide legal advice. 

 

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apac, india, insight, f-performance, data & technology

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