CAMOUFLAGE / OBSERVATION / DATA

See how a pattern
is actually seen.

CGX.AI helps outdoor and performance-wear teams evaluate camouflage with paid human-observer pilots—turning structured observations into practical evidence for product decisions.

Scoped, paid pilots for OEM teams
Abstract dark green terrain traced with fine contour lines
Illustrative artwork. Not survey data or a pilot result.
Human observationPattern evaluationOEM decision supportEvidence over assertion
01 / WHAT WE DO

A clearer read on
visual performance.

CGX.AI designs and runs paid evaluation pilots that put camouflage patterns in front of human observers. The aim is a documented, structured view of how a product is noticed and compared under the conditions a team agrees to test—rather than a single unexplained score.

Frame the question

Define the environment, viewing conditions and product decisions an OEM team needs to make.

Make it useful

Summarize observations in a concise evidence package for pattern iteration, line planning or partner review.

02 / SCOPE

What a pilot is,
and what it isn't.

A pilot answers a specific question under specific conditions. Being plain about those limits is part of the work.

A pilot covers

  • The patterns, scenes and viewing conditions agreed in advance.
  • Responses from paid human observers, collected with a documented method.
  • A written summary of what was observed, including limitations.

A pilot does not claim

  • Field, safety or concealment performance in any real-world setting.
  • Results that generalize beyond the conditions and observers tested.
  • Certification, compliance or endorsement of a product.
  • Any effect on animals or on non-human sensing systems.
Close-up of a camouflage pattern in green, brown and teal
Illustrative pattern detail. Not a client product.
03 / EVIDENCE

A foundation for
better questions.

CGX.AI’s work sits at the intersection of camouflage, visual perception and applied data collection. We focus on making the evaluation itself useful to the people building the product.

~90–91k
training-grade
trials
US 10,282,628
issued patent
reference

Trial count is an approximate historical figure and does not describe any client pilot. The patent reference is provided for context only; it is not a performance guarantee.

04 / FOR OEMS & INVESTORS

Useful to the teams
making the next move.

For OEMs, a pilot can put a product question on firmer ground before the next sample, assortment or launch decision. For investors and strategic partners, it offers a direct look at the measurement approach and the work still to be done.

Talk with CGX.AI
Folded camouflage outdoor jackets stacked on a dark stone surface
Illustrative image. Not a CGX.AI client, partner or evaluated product.
  • Product and materials teams
  • Outdoor and performance-wear OEMs
  • Investors and strategic partners
05 / CONTACT

Bring us a pattern
worth testing.

For OEM pilots, partnership conversations and investment inquiries.

[email protected]