Around a third of respondents said that their organizations need between three months and a year to deploy a machine learning (ML) model as of 2021. One-tenth of respondents reported a ML deployment timeline of less than a week.
Timeline for machine learning model deployment in companies worldwide in 2020 and 2021
individuals with a level of insight into the machine learning efforts of their companies across a rando sampling of industries and machine learning maturity levels
Supplementary notes
Categories do not add up to 100% because they have been rounded to the nearest percentage point.
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Algorithmia. (December 10, 2020). Timeline for machine learning model deployment in companies worldwide in 2020 and 2021 [Graph]. In Statista. Retrieved January 24, 2025, from https://www.statista.com/statistics/1136590/machine-learning-model-deployment-timeline-company/?__sso_cookie_checker=failed
Algorithmia. "Timeline for machine learning model deployment in companies worldwide in 2020 and 2021." Chart. December 10, 2020. Statista. Accessed January 24, 2025. https://www.statista.com/statistics/1136590/machine-learning-model-deployment-timeline-company/?__sso_cookie_checker=failed
Algorithmia. (2020). Timeline for machine learning model deployment in companies worldwide in 2020 and 2021. Statista. Statista Inc.. Accessed: January 24, 2025. https://www.statista.com/statistics/1136590/machine-learning-model-deployment-timeline-company/?__sso_cookie_checker=failed
Algorithmia. "Timeline for Machine Learning Model Deployment in Companies Worldwide in 2020 and 2021." Statista, Statista Inc., 10 Dec 2020, https://www.statista.com/statistics/1136590/machine-learning-model-deployment-timeline-company/?__sso_cookie_checker=failed
Algorithmia, Timeline for machine learning model deployment in companies worldwide in 2020 and 2021 Statista, https://www.statista.com/statistics/1136590/machine-learning-model-deployment-timeline-company/?__sso_cookie_checker=failed (last visited January 24, 2025)
Timeline for machine learning model deployment in companies worldwide in 2020 and 2021 [Graph], Algorithmia, December 10, 2020. [Online]. Available: https://www.statista.com/statistics/1136590/machine-learning-model-deployment-timeline-company/?__sso_cookie_checker=failed
