Give us a component you care about.
You bring a real load envelope, boundary conditions, and a component worth improving. PIE evolves candidates against your constraints and solver-certifies the survivors. You get print-ready geometry plus the full evidence chain.
The loop we want to run with you
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Declare
Your envelope and load cases go into a preregistration with a claim ceiling — you see the strongest possible claim before anything runs.
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Evolve + certify
Search runs under hard physics gates; winners are certified by CalculiX on the as-printed mesh. You get 3MF/STL, per-load-case results, manufacturability audit, and a claims manifest you can verify yourself.
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Print + test
You (or we) print the coupon. CT, cold-flow, thermal, mechanical — your bench data feeds back into the engine's ground-truth ledger.
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Repeat
Each cycle, the engine's models are recalibrated against your physical reality, not a textbook's.
What you will never get from us: a number we can't trace, a proxy result dressed as a certified one, or a "lighter / better / faster" headline that hasn't beaten your baseline on every gate it was declared against.
Start
A 30-minute technical call is enough — bring a part drawing and the loads you actually see.
info@pieindustrial.com