AgenticAI: An AI-Driven Integrated Framework for Construction Contract Analysis, Dispute Prediction, Safety Monitoring, and Progress Management

This paper introduces AgenticAI, a desktop and mobile AI application that integrates natural language processing (NLP), predictive analytics, and computer vision with drone-based location monitoring. The system analyzes large-scale contract data, including standard models such as FIDIC, NEC, JCT, and custom contracts, to identify high-risk items, predict potential conflicts, and propose real-time interventions to mitigate risk. Furthermore, AgenticAI compares planned progress against actual progress using drone-based site surveys, detects safety violations, automates Temporary Payment Certificate (IPC), and supports quality checks and risk assessments. By Leveraging Interpretable Artificial Intelligence (XAI), the system provides comprehensive and proactive decision support, increasing trust, transparency and accountability in the delivery of construction projects.

Authors

Publication Details

Journal
International Journal For Multidisciplinary Research
Published
2025-09-23
DOI
https://doi.org/10.36948/ijfmr.2025.v07i05.56436
Primary Topic
BIM and Construction Integration
Type
article
Field-Weighted Citation Impact
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article

AgenticAI: An AI-Driven Integrated Framework for Construction Contract Analysis, Dispute Prediction, Safety Monitoring, and Progress Management

Mahmoud Mohammed, E. Ahmed, TASNEEM FATIMA
International Journal For Multidisciplinary Research
BIM and Construction Integration
article

AgenticAI: An AI-Driven Integrated Framework for Construction Contract Analysis, Dispute Prediction, Safety Monitoring, and Progress Management

Mahmoud Mohammed, E. Ahmed, TASNEEM FATIMA
article en

Abstract

This paper introduces AgenticAI, a desktop and mobile AI application that integrates natural language processing (NLP), predictive analytics, and computer vision with drone-based location monitoring. The system analyzes large-scale contract data, including standard models such as FIDIC, NEC, JCT, and custom contracts, to identify high-risk items, predict potential conflicts, and propose real-time interventions to mitigate risk. Furthermore, AgenticAI compares planned progress against actual progress using drone-based site surveys, detects safety violations, automates Temporary Payment Certificate (IPC), and supports quality checks and risk assessments. By Leveraging Interpretable Artificial Intelligence (XAI), the system provides comprehensive and proactive decision support, increasing trust, transparency and accountability in the delivery of construction projects.

International Journal For Multidisciplinary ResearchVol. 7(5)
Openalex Percentile: Top 71%
BIM and Construction Integration
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