Covenant monitoring for a private-credit book
The problemForty borrower reports a quarter, read by hand. Covenant drift was found late.
What we builtA reader that checks each report against the credit agreement and drafts the watchlist memo, with a page reference on every number.
Contamination on a battery electrode line
The problemMetallic particles that only showed up as field failures months later.
What we builtVision models on the plant's own microscope captures, tied to lot and station, with an estimate of what each particle does to cycle life.
One model of an automotive plant
The problemThe machine data said sixteen minutes down. The line had lost twenty-one, because the next cell starved.
What we builtA model of the plant that shows the second number. It became VitalFusion Edge.