Canva
An Australian online graphic design platform offering tools for visual content creation used by millions worldwide.
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Use Cases (2)
Canva, the design platform serving over 150 million monthly active users, built a machine learning team of 100-plus engineers whose deployment workflows were burdened by noisy artifact management and complex tagging logic. The company adopted Weights & Biases Registry as the central hub separating experimental from production-ready models, eliminating deployment friction and giving the entire ML team a single source of truth. The shift created a clean boundary between experimentation and production that the team says fundamentally changed how ML deployment works at Canva.
Canva deployed Claude Enterprise across its entire workforce in mid-2024 as part of a deliberate multi-vendor AI strategy. Claude quickly emerged as the standout tool, achieving a 65% daily active use rate among employees. Engineering, product, content, and business teams all adopted Claude for productivity, prototyping, and creative work.