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AI frontier models are a major enabler of the product and an opportunity to build valuable knowledge for engineers
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Maker
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We got tired of Excel hell. Here's how Kyfx fixes it.
Every engineering team knows this pain:
- 1,000+ scattered Excel files — nobody agrees on the latest version
- One person knows how it works — tribal knowledge dies when they leave
- No documentation — model parameters, assumptions, all tribal knowledge
- Version control nightmare — no way to track "which design did we use?"
- Collaboration is broken — email chains, manual parameter edits, results emailed back
Kyfx solves this end-to-end:
1. Design → Model → App in minutes Write down your design idea. Kyfx's AI generates a Modelica model from your spec. Automatic documentation. A web app that anyone on the team can use. Done.
2. Centralized, version-controlled workspace Every model lives in one place. Every simulation run is tracked. Every result is tagged with the exact model and parameters that created it. No more "which Excel was this?"
3. Teams, roles, and maturity workflows
-Each company gets a private space isolated from others
-Defined roles: engineers run simulations, admins manage models/apps, viewers read results
-Application maturity workflow: draft → validated → production, with rollback built in
-Audit trail on every change — compliance teams sleep better
4. Results you can trust Every simulation is reproducible:
-Pin the exact model version used
-Parameters are validated, not hand-edited
-Results tied to job ID, model version, timestamp
-Compare runs side-by-side (this design vs. that design?)
5. Scale without chaos
-Run parameter sweeps: 100 design variants in one batch
-Pareto analysis: tradeoff charts to pick the best design
-Quota enforcement: teams can't accidentally blow through your simulation budget
How it feels:
-Before: PM says "we need to size the heat exchanger" → 3 days of email, Excel hell
-After: Upload the model once, team runs 20 design variants in an hour, pick the winner
The real win:
Your engineering knowledge stays in the system, not in someone's head. New hires can run simulations on day one. You can trace every design decision back to the simulation that justified it.
AI frontier models are a major enabler of the product and an opportunity to build valuable knowledge for engineers