AI & Machine Learning

Guiding companies shaping the future of artificial intelligence, machine learning and big data

AI & Machine Learning

Guiding companies shaping the future of artificial intelligence, machine learning and big data

Fenwick is at the forefront of advising emerging startups to global leaders on the novel issues related to artificial intelligence (AI), machine learning (ML), big data and automation. We represent hundreds of AI and machine learning companies, in a wide range of industry sectors including autonomous transportation and shared mobility, fintech, healthtech, retail, security, drug discovery and development, and other deep technology and research areas.

Clients leverage our deep technical and market knowledge to navigate the complex maze of legal, regulatory and business issues they face as these technologies become mainstream in their industries. We advise companies immersed in these areas on corporate formation, capital financings, M&A, intellectual property and licensing, employment, litigation and privacy and data security.

Our lawyers have helped establish industry-standard practices that address pertinent issues related to big data and automation, including pioneering innovative offering models and first-of-their-kind transaction structures that have gained industry-wide adoption. Trailblazers in the AI arena, our team includes the co-author of “Responsible AI: A Global Policy Framework” and a member of the National Institute of Standards and Technology working group focused on developing standards, frameworks and other guidance for AI risk management.

Recent client work includes counseling:

  • A leading customer engagement platform that gives customers user-level data and AI orchestration to push notifications, in 70+ patent matters, as well as licensing, privacy and cybersecurity, litigation, employment and corporate matters, as well as several acquisitions.
  • An AI-enabled software company that allows businesses to digitally improve financial operations and automatically manage AP/AR and corporate spend in its $2.5B acquisition of an intelligent accounts payable software company, as well as in licensing, trademark, patent litigation, general corporate, M&A, securities and general employment matters.
  • A developer of AI guidance system that converts regular construction equipment into autonomous robots through AI, GPS and camera in dozens of patent matters, as well as licensing, general corporate and employment matters.
  • A developer of computer systems for complex AI and deep learning applications in patent, trademark and general corporate matters.
  • A cloud-based AI data engine and derived business content provider of insightful data to optimize business decisions in patent, licensing, general corporate and M&A matters, including its acquisition by a multinational computer technology company.
  • A pioneer in AI for enterprise service management in trademark, licensing, privacy and cybersecurity and general corporate matters.
  • An AI-powered self-driving technology in nearly a dozen patent matters.
  • An enterprise AI assistant designed to transform the management of the workforce in licensing, trademark, privacy and cybersecurity and general corporate matters.

Recent client work includes counseling:

  • A leading customer engagement platform that gives customers user-level data and AI orchestration to push notifications, in 70+ patent matters, as well as licensing, privacy and cybersecurity, litigation, employment and corporate matters, as well as several acquisitions.
  • An AI-enabled software company that allows businesses to digitally improve financial operations and automatically manage AP/AR and corporate spend in its $2.5B acquisition of an intelligent accounts payable software company, as well as in licensing, trademark, patent litigation, general corporate, M&A, securities and general employment matters.
  • A developer of AI guidance system that converts regular construction equipment into autonomous robots through AI, GPS and camera in dozens of patent matters, as well as licensing, general corporate and employment matters.
  • A developer of computer systems for complex AI and deep learning applications in patent, trademark and general corporate matters.
  • A cloud-based AI data engine and derived business content provider of insightful data to optimize business decisions in patent, licensing, general corporate and M&A matters, including its acquisition by a multinational computer technology company.
  • A pioneer in AI for enterprise service management in trademark, licensing, privacy and cybersecurity and general corporate matters.
  • An AI-powered self-driving technology in nearly a dozen patent matters.
  • An enterprise AI assistant designed to transform the management of the workforce in licensing, trademark, privacy and cybersecurity and general corporate matters.

  • Amazon
  • Meta
  • Google
  • NVIDIA
  • OpenAI
  • Docusign
  • Woebot
  • Dawnlight
  • Airship
  • Align Technologies
  • Bill.com
  • Cerebras
  • DataFox Intelligence
  • Espressive
  • Hayden AI
  • HealthAI360
  • Phantom AI
  • Socrates AI
  • Citrine Informatics
  • Lobe Artificial Intelligence
  • Presto
  • Skupos
  • Talosix
  • Synopsys
  • WhiteRabbit

  • Amazon
  • Meta
  • Google
  • NVIDIA
  • OpenAI
  • Docusign
  • Woebot
  • Dawnlight
  • Airship
  • Align Technologies
  • Bill.com
  • Cerebras
  • DataFox Intelligence
  • Espressive
  • Hayden AI
  • HealthAI360
  • Phantom AI
  • Socrates AI
  • Citrine Informatics
  • Lobe Artificial Intelligence
  • Presto
  • Skupos
  • Talosix
  • Synopsys
  • WhiteRabbit

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