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Ep 22 - The Hidden Engine of Construction Cash Flow
The Hidden Engine of Construction Cash Flow: How Predictive Models Now Outperform Instinct
Most construction firms still manage cash flow with instinct and spreadsheets. This episode reveals how predictive modeling, Monte Carlo risk simulation, and AI-driven QS intelligence are quietly redefining who survives—and who runs out of cash.
Most construction projects don’t fail because of poor engineering—they fail because of broken cash flow forecasting.
In this episode, we break down how predictive commercial intelligence is transforming construction finance through advanced forecasting models, Monte Carlo risk simulation, Primavera P6 activity-based scheduling, and AI-powered QS advisory.
You’ll discover:
• Why traditional S-curves create false confidence
• How statistical logit models reach accuracy levels unheard of in construction
• What P50 and P90 forecasts really mean for funding and bank strategy
• How retention, advance payments, and recovery distort real liquidity
• Why Monte Carlo risk modeling is now essential for major projects
• How AI is becoming a real-time commercial advisor—not just a chatbot
• How historical project benchmarking is now driven by vector databases
This is not theory. This is the new reality of predictive commercial management.
If you’re a contractor, commercial director, QS, financier, or project leader—this episode shows exactly how decision-makers will manage risk over the next decade.
If you liked this episode, and would like more valuable content on how to start or scale your own business come and join my free Skool community here
https://www.skool.com/quantity-surveying-coaching-9986/about
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By bishopdigitalnzThe Hidden Engine of Construction Cash Flow: How Predictive Models Now Outperform Instinct
Most construction firms still manage cash flow with instinct and spreadsheets. This episode reveals how predictive modeling, Monte Carlo risk simulation, and AI-driven QS intelligence are quietly redefining who survives—and who runs out of cash.
Most construction projects don’t fail because of poor engineering—they fail because of broken cash flow forecasting.
In this episode, we break down how predictive commercial intelligence is transforming construction finance through advanced forecasting models, Monte Carlo risk simulation, Primavera P6 activity-based scheduling, and AI-powered QS advisory.
You’ll discover:
• Why traditional S-curves create false confidence
• How statistical logit models reach accuracy levels unheard of in construction
• What P50 and P90 forecasts really mean for funding and bank strategy
• How retention, advance payments, and recovery distort real liquidity
• Why Monte Carlo risk modeling is now essential for major projects
• How AI is becoming a real-time commercial advisor—not just a chatbot
• How historical project benchmarking is now driven by vector databases
This is not theory. This is the new reality of predictive commercial management.
If you’re a contractor, commercial director, QS, financier, or project leader—this episode shows exactly how decision-makers will manage risk over the next decade.
If you liked this episode, and would like more valuable content on how to start or scale your own business come and join my free Skool community here
https://www.skool.com/quantity-surveying-coaching-9986/about