Your challenge could become our next benchmark.
ZERORECALLS.AI is actively selecting challenging manufacturing inspection applications for our first reference projects. We are not interested in straightforward deployments. We are looking for the inspection problems that have resisted conventional solutions — defects that rule-based systems miss, applications that human inspectors find unreliable, and quality challenges that keep quality managers awake.
If your production line has a defect, inspection or quality-control problem that traditional machine vision has struggled to solve consistently — we want to see it.
Submit your challenge
Describe the product, defect type and inspection environment. We will tell you honestly whether Vision AI can solve it.
We validate feasibility
No commercial pressure, no opaque pricing. A direct technical conversation with experienced engineers.
Become a reference site
First ZERORECALLS.AI deployments will be developed in close partnership with early customers.
From production challenge to live inspection.
Our deployment process is designed for manufacturing environments — direct, technically rigorous and commercially transparent. Five steps from first conversation to real-time inspection on your line.
- 01
Show us the challenge
Share your products, defect types, production environment and inspection requirements. Physical samples, images or video — whatever best represents the problem.
- 02
Validate feasibility
Our engineers analyse whether FOCUS™ AI can reliably identify the required deviations at production speed. Honest assessment — including the cases where we recommend a different approach.
- 03
Train FOCUS™ AI
Build and optimise the inspection model using representative production data — real defects, real variation, real production conditions.
- 04
Integrate
Connect FOCUS™ AI to cameras, PLCs, reject systems and production infrastructure. Hardware-independent integration with your existing setup wherever possible.
- 05
Go live
Real-time inspection, automated decision-making, structured quality data and continuous optimisation. The system gets sharper with every production run.
ZERO DEFECTS IS THE TARGET.
ZERO RECALLS IS THE RESULT.
ZERORECALLS.AI
Vision that never loses focus.
Have an inspection challenge? Put our Vision AI to the test. We will tell you whether we can solve it — and if we can, we will show you how fast.

