Theory-Driven Calculation Design, De-Risked Through Verification
We support engineering teams to solve engineering problems through theory-driven calculation design, then evaluate and de-risk assumptions using an open-source workflow across CAD, FEA, CFD, EMAG, AI, and Test.
Model tuning - simulation to confirm
Theory <-> experiment tuning -> calculation-led design -> CAD -> open-source verification (FEA/CFD/EMAG) -> test correlation -> deliver artifacts.
Capabilities
We start from theory and calculation design, then use simulation and test correlation (where applicable) to evaluate assumptions and reduce risk.
CAD built from calculation-led designs: parametric models and analysis-ready geometry for hand-off and verification.
Verification of stress, deformation, fatigue, and thermal loads to assess calculation assumptions and margins.
Flow and heat transfer verification for ducts, cooling loops, heat exchangers, and ventilation-related systems.
Electromagnetic simulation for civil and industrial applications, supporting design validation and integration.
AI-assisted exploration and automation across engineering workflows: data processing, parameter sweeps, and decision support.
Test planning and correlation to validate models (where applicable) and reduce uncertainty; reporting artifacts ready for R&D review.
Industries
We support R&D teams across multiple industries with a calculation-led engineering workflow.
Thermal management, structures, component design support, and verification workflows for engineering decisions.
Heat transfer systems, efficiency improvement, reliability-driven design confirmation, and documentation.
Ventilation, ducts, fans, pumps, and industrial equipment engineering support using open-source workflows.
Dual-use readiness is limited to civil and protective applications. Engagements may be screened and declined based on compliance and risk.
MRO & Retrofit
Engineering support for maintenance, repair, and retrofit where legacy constraints matter.
Failure analysis & redesign
- Root-cause assessment and hypothesis-driven engineering
- Calculation-led redesign with verification simulations
- Documentation for decision-making and hand-off
Retrofit for performance & lifetime
- Upgrade concepts constrained by field conditions
- Verification plan with measurable acceptance criteria
- Artifacts aligned for manufacturing and QA workflows
How We Work
A repeatable workflow designed for engineering R&D teams.
Define the problem
Scope, constraints, acceptance criteria, and a shared problem statement.
Calculate & design
Theory-driven sizing and calculation design, then CAD built for verification and hand-off.
Verify & validate
Verification simulation (FEA/CFD/EMAG) and test correlation to confirm assumptions and reduce uncertainty.
Deliver artifacts
Reports, models, assumptions, and hand-off files to enable your team to proceed.
Scope
We keep scope explicit to reduce risk for both parties.
What we do
- B2B engineering & R&D support for organizations
- Calculation-led design artifacts and verification simulations
- Documentation and hand-off files for internal teams
What we do not do
- No guarantees beyond the explicitly agreed scope and acceptance criteria
- No offensive or unlawful use cases; engagements may be declined after screening
Contact
Send a brief problem statement. We respond with a scoped plan and next steps.
General / R&D inquiry
Support & technical
Request a private briefing if you need deeper technical details or a portfolio.
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