The 2023 State of MLOps

Our newly released 2023 State of MLOps report outlines the impact of data on AI commercialization. The study covers inputs from AI/ML and data practitioners from various industries and highlights the need for high data quality and human oversight for success with AI projects.

Here are some key findings from the survey:

  • 3 in 5 AI/ML practitioners consider higher data quality more important than higher data volumes.
  • 96% of survey respondents indicated that human expertise is a key component of their AI efforts.
  • 82% of respondents believe that scaling isn’t possible unless you invest in both annotation automation and human data labeling expertise.