How a pilot works

A pilot takes one problem, runs for 8 to 12 weeks for a fixed fee, and ends with written results.

One problem, one fixed fee

8 to 12 weeks

From agreed scope to written results.

Fixed fee
USD 25,000 to 60,000, agreed before work starts
Scope
One design or maintenance problem with a result you can measure
Result
Written results your engineers can check
Available for
Generative design, and digital twins and maintenance

Four steps

  1. Choose one problem

    We agree one design or maintenance problem with a result you can measure within 8 to 12 weeks, and fix the scope and fee before work starts.

  2. Audit the data

    We agree data-use terms first. Then we check what data you can share, and price any preparation work separately and up front.

  3. Build and validate

    We build the models with your engineers, on your data, and check every output against your standard.

  4. Report the results

    You get written results: what worked, what did not, and the assumptions, validation status and sources behind each output. Your engineers decide what to use.

Every output can be checked

Every output carries its assumptions, its validation status against your standard, and a link to its source.

Assumptions
What the model took as given, written out so an engineer can challenge it.
Validation status
Whether the output meets your standard, and which clause it was checked against.
Source
A link back to the data, drawing or document it came from.

Your engineers make the final call

Ingot supports engineering decisions. It does not sign off designs. We agree data-use terms before any data is shared, and keep each client’s data separate.

Bring us one problem you can measure

Design partners get a fixed-scope pilot on one design or maintenance problem, built with their engineers and checked against their standards.