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When will AI autonomously build and deploys a production ML system that drives business decisions
2
Ṁ1kṀ332
2033
July 21, 2029
14%
2026
17%
2027
14%
2028
14%
2029
9%
2030
9%
2031
23%
>=2032

This resolves positive when a credible public report describes a company where an AI system autonomously built, validated, deployed, and monitors a machine learning model that is used for real business decisions (pricing, fraud detection, recommendations, forecasting, etc.) serving live production traffic. Human involvement is limited to specifying the business objective and providing data access — the AI decides what features to use, what model to build, whether performance is sufficient to deploy, and when to retrain or roll back. The company must have >$100M valuation or >$10M ARR.

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