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Predict.ai

Real estate & construction

Construction cost forecasting

Forecast labor, material, subcontractor, and financing costs through project completion.

Sound familiar?

  • Overruns confirmed at month end, long after they began
  • Materials bought at the peak because the buy window closed unnoticed
  • Contingency drawn down without a view of what remains at risk
Target: Cost to completeHorizon: 1–36 months

Cost to complete

cost to complete, $M · Live forecast

Updated
$86M$60MHISTORYFORECASTApproved budgetChange orderWeekly or monthly1–36 months ahead
Median forecast with uncertainty band

Driver

Committed cost

Driver

Material indexes

Driver

Labor rates

Forecast horizon

1–36 months

Refresh cadence

Weekly or monthly

Built for

Project controls · Cost management

What you can predict

One forecast can answer several operational questions.

Combine committed costs with productivity, material indexes, procurement status, schedule changes, labor markets, rates, and change orders to maintain the cost outlook.

01

Cost to complete

02

Monthly cash requirement

03

Contingency draw

04

Budget overrun probability

Questions teams need answered

  • Where is the project likely to exceed budget?
  • Which package drives the variance?
  • How much contingency remains at risk?
  • How will delay affect financing and labor cost?

Data that can improve the forecast

Committed costMaterial indexesLabor ratesProductivityScheduleChange orders

Start with the history you already have. Add internal or external drivers only when backtesting shows that they improve the forecast on held-out periods.

What-if planning

Test a change before committing to it.

Compare a proposed change with the current baseline. See the expected direction, timing, range, and the assumptions behind the result.

Steel cost increases

Recalculate package and total project cost

Completion slips by one month

Estimate overhead and financing impact

Cost to complete

cost to complete, $M · Scenario comparison

Updated

What if

Steel cost increases?

$86M$60MHISTORYFORECASTApproved budgetChange orderWeekly or monthly1–36 months ahead
BaselineSteel +12%
Crosses approved budget

Driver

Committed cost

Driver

Material indexes

Driver

Labor rates

From forecast to action

Keep the people making the decision in the loop.

01 · MONITOR

Forecast continuously

Refresh cost to complete on a weekly or monthly cadence as new data arrives.

02 · NOTIFY

Alert on meaningful changes

  • Overrun probability crosses tolerance
  • A package forecast exceeds its budget

03 · DECIDE

Put the result to work

Procurement timingContingency allocationScope decisionsFinancing

Build a construction costs forecast with your data.

Start with sample data, connect your own history, or talk with us about your target, horizon, and production requirements.