Leveraging Project Data to Supercharge Construction Estimating


Sensera Infocenter

On time and on budget—the familiar yet challenging goal in the construction industry. Despite significant efforts to enhance construction productivity and efficiency, many projects continue to experience budget overruns and delays. Surprisingly, productivity in construction has declined by roughly 40% over the decades, highlighting the industry’s struggle with project execution complexities. Better project data and real-time monitoring could be the solution – improving construction outcomes and enabling contractors to consistently achieve their targets.

 

The Problem with “Unknowns” in Construction Estimation

A significant cause of project overruns lies in the estimating phase, primarily due to uncertainties and incomplete information. Research from the International Journal of Innovation, Management and Technology identifies poor cost estimation as a leading factor behind project overruns. Pre-construction teams frequently face challenges accurately estimating project costs due to fluctuating material prices, unpredictable labor markets, and site-specific conditions. These unknowns complicate accurate construction estimating and often lead to financial and scheduling setbacks.

 

Improving Construction Estimating Accuracy with Project Data

Accurate and timely project data can significantly reduce uncertainty, helping teams make better-informed decisions. Contractors can considerably enhance construction estimating accuracy by effectively collecting and analyzing real-time data throughout project lifecycles. Modern jobsite monitoring solutions enable continuous observation, providing insights into project progress, resource utilization, and potential issues. For example, you notice through real-time data monitoring that material delivery delays are consistently occurring on similar projects, you can proactively adjust future project timelines and procurement strategies to mitigate this risk. Such proactive data usage ensures estimators and project managers remain well-informed, minimizing unexpected disruptions and cost overruns.

 

How Contractors Can Collect and Utilize Project Data:

  • Implement technologies for real-time construction monitoring and documentation of project progress.
  • Regularly analyze real-time jobsite data to identify trends, resource bottlenecks, and potential schedule disruptions.
  • Foster a culture of data-driven decision-making using advanced project management software.

 

Enhancing Construction Budget Management with AI

Artificial Intelligence (AI) provides a powerful tool for effectively analyzing large datasets, enhancing accuracy and reliability in construction budget management and forecasting. By leveraging AI in construction estimation, teams can swiftly analyze extensive historical and real-time data, uncovering patterns and insights that might otherwise remain hidden. This enables early identification of risks, prediction of project scenarios, and proactive adjustments to avoid overruns and delays.

Benefits of AI-Driven Construction Estimation:

  • Increased accuracy in budgeting and project timelines.
  • Early identification and mitigation of potential project risks.
  • Enhanced capability for strategic planning based on comprehensive data analysis.

Construction success increasingly depends on effective management of project data and insightful analysis. Embracing real-time construction monitoring, sophisticated jobsite data analytics, and AI-driven estimation can substantially reduce uncertainties and enhance project outcomes. Improved forecasting accuracy and proactive issue management empower teams to consistently deliver projects on time and within budget, paving the way for greater efficiency, productivity, and competitiveness in the industry.



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