For manufacturing & operations

Quantify ramp, budget, and downtime risk before you commit capital

New lines, plant expansions, and automation programs are expensive and hard to reverse. Incertive models the uncertainty in your plan and returns the probability of a successful ramp, the biggest risks, and where to invest to improve them.

What Incertive quantifies for these projects

Ramp-up and yield uncertainty

New equipment rarely hits target yield on day one. Incertive models the ramp curve as a range so you can plan around a realistic path, not a best case.

Integration and downtime exposure

Tying new equipment into existing lines risks unplanned downtime. The analysis quantifies the probability and cost impact of integration delays.

Supplier lead time and commissioning

Long-lead equipment and commissioning windows are common failure points. A sensitivity analysis shows which ones most threaten your go-live.

Change management on the floor

Operator training and adoption drive real-world throughput. Projects that under-invest here miss ramp targets even when the equipment works.

A worked example

Automation cell added to an existing line

A plant adds an automation cell projected to raise throughput 30%, with a six-week commissioning window and integration into a running line.

58%success probability
CONDITIONAL GO

Takeaway: Integration downtime and ramp yield dominate the risk. A staged cutover and a dedicated commissioning lead narrow the downside and move the ramp target from unlikely to probable.

Illustrative example. Sign up to run a real analysis on your own project.

Before you commit, know

The probability the line hits its target throughput on schedule
The realistic ramp curve, not just the vendor’s best case
How much downtime risk the integration actually carries
Whether a staged cutover is statistically safer than a full switch

Know before you commit

Get a success probability, the top risks, and the highest-impact improvements for your project — in under 60 seconds.

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