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How AI Can Help Recognize Custom Symbols in P&IDs

In this blog, we’ll break down how AI learns to recognize custom symbols, how these models adapt over time, and how they can be easily integrated into current engineering workflows to make handling P&IDs more efficient. AI is revolutionizing the way we...

Tackling Human Error in Data Extraction

Human error is a common issue in manual data extraction, often worsened by fatigue and the complexity of tasks. This blog examines the impact of fatigue-induced errors and explores strategies to minimize these issues, thereby improving data integrity and operational...

Managing Increasing Volumes of Estimating Requirements

As the need for cost estimates grows, many organizations struggle to keep up with demand. This blog explores the challenges of managing more estimating work and how advanced tools can make the process easier.  As businesses expand and projects become more complex, the...

Utilizing Drawing Data for Accurate Cost Estimation

Cost estimation in engineering projects is a critical aspect that determines the success or failure of a project. Traditional methods often rely heavily on historical benchmarks rather than leveraging the wealth of data available in technical drawings. This blog will...