NEED STRUCTURAL OR CFD ANSWERS BEFORE YOUR NEXT DESIGN DECISION?

INNX helps aerospace and advanced-manufacturing teams validate composite and metallic designs without hiring a full-time analyst. Receive a defined scope, timeline, and fixed-price proposal after a short technical review.

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Who INNX helps

Teams without a full-time analyst

Aerospace startups, composite-part manufacturers, hardware teams heading into a prototype or investor milestone, and engineering firms that need overflow FEA or CFD capacity.

The problem

A design decision with uncertain margins

A composite or metallic part has to be released, built or certified, and nobody in-house can say with confidence whether it is strong, stiff or light enough.

What you receive

A report you can act on

Verified FEA or CFD results, failure criteria and margins of safety, stated assumptions and limitations, and a clear recommendation, delivered on a fixed scope and schedule.

Advanced research: ML surrogate model vs. ground-truth FEA
Ansys FEA nodal displacement solution of a composite laminate panel under load, shown as a banded contour plot
FEA (ground truth)
Physics-informed graph neural network surrogate model prediction of the same composite laminate displacement field
Physics-informed GNN surrogate
60× faster than FEA <3% error
Representative structural analysis work
Composite laminate plate FEA stress contour plot showing peak stress at a cutout under load
Composite plate stress analysis
Finite element mesh model of an aircraft wing box structure
Wing box FE mesh
Contour plot of wing structural deflection under aerodynamic load
Wing deflection under load

Services

Four services, one goal: structural answers you can act on, without carrying a full-time analyst on payroll.

Composite Laminate & FEA Structural Analysis

Ply-by-ply laminate analysis, classical lamination theory, and finite element modeling for composite and metallic structures under static, fatigue, and impact loading. Deliverables include stress/strain results, failure criteria (Tsai-Wu, Puck, max stress/strain), margins of safety, and a report your team or certifying body can act on.

Composite laminate analysis →

CFD & CFD-FEA Coupled Analysis

Aerodynamic, thermal, and multiphase fluid simulation coupled with structural FEA to capture how fluid loads actually deform and stress a structure. Built on OpenFOAM and Code_aster, with custom-coded coupling where commercial pipelines don't reach: transonic flows, combustion environments, injector and turbine geometries.

CFD-FEA coupled analysis →

Structural Optimization

Linear and nonlinear programming applied to structural and laminate design, minimizing weight, cost, or part count against your real constraints of strength, stiffness, and manufacturability. Optimization runs on the same models used for analysis, so results are verified, not just theoretical.

Structural optimization →

Machine Learning & Statistical Consulting

Physics-informed surrogate models that approximate expensive FEA/CFD runs at a fraction of the compute cost, plus general statistical and ML consulting for engineering data: design of experiments, uncertainty quantification, and model validation.

Physics-informed surrogate models →

Also available as standalone engagements: FEA consulting with Code_aster and CFD consulting with OpenFOAM. All services →

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Typical Project Ranges

Most focused engineering-analysis projects range from $3,000 to $15,000. Complex composite, CFD, optimization and certification-support engagements typically range from $15,000 to $40,000+. Hourly technical support is available from $110/hour.

EngagementTypical range (USD)
Technical review$500–$1,500
FEA or CFD screening study$3,000–$7,500
Detailed analysis and report$7,500–$20,000
Advanced composite, optimization or certification support$15,000+
Rush workquoted separately

Final pricing depends on scope, number of load cases, model maturity, reporting requirements and schedule. Every project is quoted as a fixed price before work begins.

Three ways to scope a project

Screening analysis

  • Limited load cases
  • Review of your existing model
  • Preliminary findings
  • Short technical memo

Decision or certification support

  • Multiple design iterations
  • Optimization
  • Independent verification
  • Detailed documentation
  • Technical presentation
  • Test correlation or certification assistance

How a project starts

  1. Request a technical scoping review. Tell me the problem, the project stage, your deadline, what model or CAD exists, and an approximate budget range.
  2. Reply within one business day with either a few clarification questions or a recommendation for the next step.
  3. Short qualification call to agree on the decision you need to make, the data available, the uncertain assumptions and the deadline.
  4. Fixed-price proposal or paid scoping. Well-defined projects get a fixed-price proposal directly. Unclear or technically risky ones start with a paid scoping engagement ($500–$1,500), credited toward the project if you proceed.
  5. Deposit and kickoff. Work starts after the agreement is signed and the first payment is received.
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Portfolio

Verification studies against analytical solutions and published benchmarks, written up in the same format as the reports clients receive. These are verification studies, not client results.

View All Projects

About

I'm Julio César Ramírez Ceballos, an independent mechanical and structural engineer and the founder of INNX. My background is in composite mechanics: three years of doctoral research, built on top of hands-on work across rocket propulsion, transonic wind tunnel testing, aerospace structural design, turbine combustion chambers and spill-back injectors, industrial robot modeling (inverse kinematics), multiphase fluid simulation, and linear/nonlinear optimization.

I hold a master's degree from ESTIA (École Supérieure des Technologies Industrielles Avancées, France), a Licence Professionnelle in aerospace structures from Université Paris Nanterre, and a BTS in aeronautical maintenance from Mexico. I taught finite element analysis and numerical methods as a professor, and I have published in IEEE Access (2024) on energy management for zero-carbon buildings (DOI: 10.1109/ACCESS.2024.3396816). I work in Spanish (native), French, and English.

That range matters because most structural or CFD problems that stall a project aren't textbook cases. They involve coupled physics, nonstandard geometry, or an analysis pipeline that doesn't exist yet in an off-the-shelf tool. I build what's needed, whether it is in OpenFOAM, Code_aster, Python, or C, rather than forcing your problem into whatever commercial license happens to be on hand.

INNX exists so aerospace, defense, energy, marine, automotive, and sports engineering teams can get that level of analysis on a project basis, without the overhead of a full-time hire.

Based in Mexico City. Working remotely with engineering teams in North America and Europe. Engagements in English, Spanish and French. Also by INNX: Composites – laminate design & analysis platform.

LinkedIn, Google Scholar, ORCID, GitHub · Full background →

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Frequently Asked Questions

How does an engagement start?

With a technical scoping review request. You get a reply within one business day, then a short call to check fit and scope. Well-defined projects receive a fixed-price proposal with clear deliverables and timeline; unclear or technically risky projects start with a paid scoping engagement, credited toward the project if you proceed. No open-ended hourly billing.

How much does a project cost?

Most focused engineering-analysis projects range from $3,000 to $15,000. Complex composite, CFD, optimization and certification-support engagements typically range from $15,000 to $40,000+. Hourly technical support starts at $110/hour. The final fixed price depends on scope, load cases, model maturity, reporting requirements and schedule. See typical project ranges.

How long does a typical project take?

Turnaround depends on the size and complexity of the analysis. A single laminate check runs faster than a coupled CFD-FEA study on a full assembly. Your proposal includes a firm timeline once scope is defined.

Do you sign NDAs?

Yes. Signing an NDA before reviewing your geometry, loads, or design data is standard practice.

Do you work with startups and individual inventors, or only established manufacturers?

Both. Engagements range from early-stage teams validating a first design to established manufacturers extending an in-house team's capacity for a specific project.

What software and tools do you use?

OpenFOAM for CFD, Code_aster for FEA, and Python and C for custom analysis, optimization, and automation, including in-house-built solvers where off-the-shelf tools fall short.

What industries do you work in?

Aerospace, defense, energy, marine, automotive, and sports equipment: any team building load-bearing composite or metallic structures that need to survive real-world mechanical and fluid loading.

Request a Technical Scoping Review