Ask an engineer what a new part needs and you'll rarely get one answer. It has to be strong enough, light enough, survive its environment, be affordable and be manufacturable by the chosen process.
Traditional alloy development tends to optimize one of those properties first, often strength, and then check whether the others are acceptable. When they aren't, the team goes back to the start.
The hidden cost of sequential design
Properties are linked. Adding an element that raises strength may raise density or reduce ductility. An alloy that looks excellent on paper may crack when printed. Discovering these conflicts late means wasted samples, wasted lab time and slower programs.
Evaluating everything together
Multi-criteria design scores every candidate against all requirements at once. Instead of a single "best" alloy, the result is a ranked shortlist where the trade-offs are visible: this candidate is lightest, that one is most ductile, a third balances both.
That's the approach behind Trumet's platform. Requirements are captured as measurable targets, candidates are explored across the full multi-element design space, and only the most promising are fabricated and characterized.