Canopy Life Sciences, a provider of advanced services for regulatory and promotional content review for the pharmaceutical industry, sought to enhance the speed and consistency of their compliance workflows. Their clients in life sciences face increasing demands for efficient, compliant claims substantiation and document validation processes - often under tight timelines and strict FDA regulations. Manual review processes were time-consuming, prone to inconsistencies, and hard to scale. Canopy’s goal was to introduce an AI-driven system to reduce the burden on reviewers, improve metadata accuracy, and ensure regulatory adherence — all while maintaining strict data segregation and customer-specific models.