Mohivo · AI Engineering

Design better hardware in days, not months.

We build AI tools that explore thousands of engineering designs in seconds, then hand your team the lightest, strongest, cheapest option — validated against real physics.

Live tool · drone arm optimizer
6.3 g · safe · found in 0.08 s
100×
faster design iteration
200k
designs evaluated per second
0.999
AI-vs-physics accuracy (R²)
Free live demo

Try it — find the lightest safe arm

Unlock instant access to the live neural-net optimizer — a quick sign-up, then a few free designs on us.

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Enter your details to unlock 3 free optimizations. No card, no password — just so we can follow up.

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What we build

AI that does the engineering legwork

We plug into your existing simulation and CAD tools — you keep the engineering judgement, the AI removes the slow, repetitive search.

Surrogate models

Neural nets that imitate slow simulations and answer in milliseconds.

Design optimization

Search millions of designs for the lightest, strongest, cheapest option.

Simulation pipelines

Automated data generation from FEA/CFD to train and validate models.

Custom design UIs

Simple web tools your team (or your customers) actually enjoy using.

Demonstration project

Drone Arm Optimizer

A build we ship as a working proof of the approach. Every number below is real output from the tool — try it yourself with the live demo.

Proof of concept · fully runnable
The problem

Find the lightest drone arm (a carbon tube) that won't break or sag under the motor load — a slow, manual trial-and-error task.

Our approach

Generate physics data → train a neural surrogate → search 200,000 designs → validate the winner on the real simulator (and a finite-element solver).

The outcome

A 6.3 g arm that passes all strength & stiffness rules, found in a fraction of a second — running entirely in a browser.

6.3 g
optimised, validated arm
200,000
designs searched in 0.08 s
<3%
surrogate error vs physics
2 methods
cross-validated (analytic + FEM)
▶ Open the free demo
How we work

From your problem to a working tool

1

Discovery

We learn your design problem, constraints and current tools.

2

Data & simulate

We wire up your simulation to generate training data.

3

Surrogate & optimize

We train the AI and build the optimizer around your goals.

4

Validate & ship

We confirm results against real physics and deliver a tool you own.

Engagement models

Ways to work with us

Fixed-scope pricing tied to outcomes, not timesheets. Final quotes depend on your problem — the ranges below are a starting point.

Proof of Concept
a branded demo like this one
from $2,000
  • One design problem
  • Surrogate + optimizer
  • Shareable web tool
  • 2–3 weeks
Enquire
Most popular
Production Tool
real FEA/CFD + integration
from $10,000
  • Real simulation pipeline
  • High-accuracy model
  • Custom UI + handover
  • Validation & docs
Enquire
Ongoing Partner
retainer / licensing
let's talk
  • Multiple tools & upgrades
  • New design problems
  • Priority support
  • Monthly retainer
Enquire
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Have a design that's slow to optimise?

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