AI Integration and Culminating Workshop - Worked Examples
CPM, Pert, and S-Curve Training Module
These examples demonstrate how to responsibly use AI tools to validate schedule logic, interpret risk data, draft variance narratives, and check resource constraints for a National Irrigation Administration (NIA) project (e.g., Main Canal Earthworks). The overarching theme is that AI assists with data synthesis, but the engineer provides the final judgment.
Example 1: AI-Assisted Schedule Logic Review (Missing Predecessors)
The project team is preparing the initial CPM network for a km canal construction project. The raw activity table is fed into an AI tool to check for missing logical links.
Step-by-Step Solution
0 of 3 Steps CompletedExample 2: AI-Assisted Detection of Circular Logic
During a schedule update for a siphon installation, the contractor submits a revised activity list that accidentally links curing time back to formwork installation.
Step-by-Step Solution
0 of 3 Steps CompletedExample 3: AI-Assisted Critical Path Summary for Management
The calculated CPM schedule shows a -day critical path flowing through Survey Clearing Excavation Concrete Lining Curing. The Project Engineer needs a concise paragraph for the weekly management meeting.
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0 of 3 Steps CompletedExample 4: AI-Assisted Interpretation of High Float Activities
The CPM calculation reveals that "Installation of Turnout Gates" has days of total float.
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0 of 3 Steps CompletedExample 5: AI-Assisted PERT Risk Interpretation (High Variance)
A PERT analysis for "Canal Excavation" yields an expected duration () of days, but with a highly pessimistic estimate () of days due to expected heavy rains.
Step-by-Step Solution
0 of 3 Steps CompletedExample 6: AI-Assisted S-Curve Variance Narrative (Negative Slippage)
The end-of-month S-Curve shows a planned accomplishment of but an actual accomplishment of only (a negative slippage of ).
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0 of 3 Steps CompletedExample 7: AI-Assisted Catch-Up Plan Generation (Crashing)
To recover the slippage, the contractor proposes to "crash" the schedule by adding a night shift for concrete lining.
Step-by-Step Solution
0 of 3 Steps CompletedExample 8: AI-Assisted S-Curve Positive Slippage Review
The following month, the S-Curve shows planned progress at and actual progress at (positive slippage). However, quality control reports show an increase in rejected concrete batches.
Step-by-Step Solution
0 of 3 Steps CompletedExample 9: AI-Assisted Resource Leveling Assessment
The schedule shows three critical earthmoving activities occurring simultaneously in Week 4, requiring excavators. The contractor only owns .
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0 of 3 Steps CompletedExample 10: Culminating Integrated Report Outline Generation
At the end of the workshop, participants must combine CPM, PERT, and S-Curve findings into a final project review report for the main canal project.