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Artificial Intelligence

As industries are transformed by AI, We advise clients on legal, contractual, and regulatory issues arising from the development and deployment of AI tools. Trace Law Partners advises clients on the full spectrum of legal issues arising from the development, adoption, and deployment of AI tools, platforms, and models.

We work with technology companies, enterprises adopting AI in their operations, and platforms building AI-native products. Our work includes:


  • Intellectual Property & Generative AI Advisory: Assessing copyright subsistence and infringement risks arising from the use of generative AI; advising on ownership and licensing of AI-generated content; and advising on IP issues in the training of AI models,

  • Contracts & Vendor Risk: Drafting, reviewing, and negotiating AI integration agreements, and AI vendor contracts for businesses deploying third-party AI tools in their operations.

  • Data Protection & Privacy Advising on data protection obligations under applicable Indian and international frameworks arising from the collection, processing, and use of personal data in AI systems, including in the context of the Digital Personal Data Protection Act, 2023.

  • In-House AI Policies & Enterprise Adoption We assist businesses, including regulated entities, in drafting comprehensive internal AI use policies. These policies govern employee use of AI tools, address confidentiality and data security risks, define permissible and impermissible use cases, and establish accountability frameworks.

  • Regulatory & Policy Advisory We are active in AI governance and policy advisory work, including submissions to government consultations, engagement with emerging regulatory frameworks in India, and monitoring of global developments including the EU AI Act and sector-specific guidance from securities, banking and insurance regulators.

  • Training & Capacity Building We conduct in-house workshops for leadership and operational teams on responsible AI use, covering legal risk awareness, policy compliance, and practical guidance on integrating AI tools.

Advising businesses on the legal and regulatory implications of artificial intelligence adoption and deployment.

As industries are transformed by AI, We advise clients on legal, contractual, and regulatory issues arising from the development and deployment of AI tools. Trace Law Partners advises clients on the full spectrum of legal issues arising from the development, adoption, and deployment of AI tools, platforms, and models.

We work with technology companies, enterprises adopting AI in their operations, and platforms building AI-native products. Our work includes:


  • Intellectual Property & Generative AI Advisory: Assessing copyright subsistence and infringement risks arising from the use of generative AI; advising on ownership and licensing of AI-generated content; and advising on IP issues in the training of AI models,

  • Contracts & Vendor Risk: Drafting, reviewing, and negotiating AI integration agreements, and AI vendor contracts for businesses deploying third-party AI tools in their operations.

  • Data Protection & Privacy Advising on data protection obligations under applicable Indian and international frameworks arising from the collection, processing, and use of personal data in AI systems, including in the context of the Digital Personal Data Protection Act, 2023.

  • In-House AI Policies & Enterprise Adoption We assist businesses, including regulated entities, in drafting comprehensive internal AI use policies. These policies govern employee use of AI tools, address confidentiality and data security risks, define permissible and impermissible use cases, and establish accountability frameworks.

  • Regulatory & Policy Advisory We are active in AI governance and policy advisory work, including submissions to government consultations, engagement with emerging regulatory frameworks in India, and monitoring of global developments including the EU AI Act and sector-specific guidance from securities, banking and insurance regulators.

  • Training & Capacity Building We conduct in-house workshops for leadership and operational teams on responsible AI use, covering legal risk awareness, policy compliance, and practical guidance on integrating AI tools.

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