Unlocking the Secrets to Building AI That Navigates the Twists of a Shifting IP World
“You want to have tools that make it easy for your staff to be able to check the rights regarding a given piece of content before they use it in an AI workflow. And you want to make it easy, because if you don’t have those three elements in place — policy, licensing, and tools — compliance will become a burden rather than a habit. You want to turn it into a habit.”
— Roanie Levy, Licensing & Legal Advisor at CCC
Lauren Tulloch observes that confusion typically arises in gray zones that employees can’t resolve on their own, for example, whether summarizing a licensed report through an AI tool is permitted, or when a “quick check” evolves into workflow drift (from a sentence to a paragraph to an entire document). She argues that employees don’t need more rules; they need predictable processes: simple rights checks, clear escalation paths with SLAs, and visibility into who approves what.
