Report

O18: Exploring the use of artificial intelligence (AI) solutions to improve the accuracy of project delivery forecasts (2019/20)

November 24, 2025

The Queensland Department of Transport and Main Roads (TMR), in collaboration with the Australian Road Research Board (ARRB), has investigated the suitability and performance of artificial intelligence (AI) solutions to enhance decision making through improved accuracy and precision of project cost and duration forecasting. Machine learning (ML) models use reference class forecasting to identify predictive patterns in large datasets.

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