Live Intelligence Engine

Marketing says it works.
Your Yard says it won't.

We don't write reviews. We run physics-based audits on thousands of outdoor products to predict if they will survive your specific terrain.

42k

Discussions

1,204

Failures Logged

$4M+

Saved

Select a Test Lab

Choose a hardware category to run a compatibility simulation.

Slope physics, traction coefficients, and RTK signal mapping. Will it climb your driveway or slide into the street?

Pressure loss & water hardness audits.

Flow rate & debris drag analysis.

Surge load & capacity sizing.

Thermal radius & wind chill mapping.

Signal attenuation & wall loss.

Decibel coverage & propagation.