UC-989
Substrate Genome. What the coil will become.
The model learns the link from AGIS's own history: incoming certificate chemistry, the process route across pickling, cold mill, annealing and galvanising, and the laboratory results that came out.
18 weeksBuild Duration
XXXXIndicative ROI
XXXXBuild Cost
$XXXK/yrValue
The Challenge
Steel arrives with a certificate saying what it is made of. What it can be sold as depends on that chemistry and on what the lines do to it, and that link lives in the experience of a few metallurgists. So coils are held back because nobody is sure, and sold as less than they could have been.
How It Works
- Reads and connects the source records named in the proposal.
- The model learns the link from AGIS's own history: incoming certificate chemistry, the process route across pickling, cold mill, annealing and galvanising, and the laboratory results that came out. It returns a predicted property envelope per substrate lot and a recommended grade release with its confidence, so a coil goes out as what it will actually meet. It ranks the substrate specifications worth asking each supplier for.
- Publishes a source-linked recommendation for Procurement & Logistics Head approval and records the decision.
What It Removes
- Coils held back pending a test
- Grade decided by who is on shift
- Buying more specification than the grade needs
Input Data RequirementsOperational, financial and reference records named in the agis proposal for Substrate Genome. What the coil will become..
Output FormatSubstrate Genome. What the coil will become. decision view with ranked actions, source links, confidence and a named owner.
“We release the coil to what it will actually meet, not to what we are sure of.”