
Catch every defect.Before your customer does.
AI-powered visual inspection for manufacturing. Detect defects, verify assemblies and automate quality control in real time — without replacing the hardware that already works.
Vision that never loses focus.
Yesterday's vision system was built for yesterday'srequirements.
Traditional machine vision is excellent at the task it was designed for. But modern quality control demands understanding whether the complete product is correct.
One camera. One predefined task.
- Label present?
- Barcode readable?
SINGLE-PURPOSE INSPECTION
One inspection. Multiple quality decisions.
- Correct label?
- Correct fill level?
- Cap correctly positioned?
- Seal intact?
- Product free from defects?
COMPLETE PRODUCT INSPECTION
FOCUS™ AI analyses multiple visual quality characteristics simultaneously — in real time — and turns them into one quality decision.
CAMERA
Existing vision hardware
FOCUS™ AI
The intelligence layer — concurrent multi-characteristic analysis
QUALITY DECISION
One complete product verdict, in real time
Five quality questions.One inspection.One AI vision system.
Your production line doesn't get tired.Your quality inspection shouldn't either.
Manual inspection has a ceiling. Traditional machine vision has hard limits. And every gap between them is a defect that reaches your customer.
Human Inspection
- Fatigue and inconsistency
- Limited throughput speed
- Subjective decisions
- Difficult to audit and trace
Traditional Machine Vision
- Rigid, rule-based logic
- Complex configuration
- Limited adaptability
- High false reject rates
Quality Escapes
- Rework and scrap
- Warranty claims
- Customer complaints
- Recalls and brand damage
One missed defect can cost more than the entire inspection system.

ONE PRODUCT. MULTIPLE QUALITY QUESTIONS. ONE DECISION.
One inspection. Multiple quality checks. One real-time decision.
Meet FOCUS™ AI
The Vision AI engine behind ZERORECALLS.AI.
FOCUS™ AI continuously analyses production images, identifies deviations and makes real-time decisions — triggering rejection, routing, alerts or process actions the instant a defect is found. Every image feeds a continuous improvement loop that makes the system sharper over time.
Already have cameras?Keep them.
Hardware-independent by design
ZERORECALLS.AI is engineered to integrate with the industrial infrastructure you already own. Existing cameras, lighting rigs, PLCs, conveyors and automation hardware can all connect to FOCUS™ AI — protecting prior capital investment and dramatically reducing deployment complexity.
Industrial Cameras
Area scan, line scan, hyperspectral — any interface.
PLCs & Automation
Direct integration with your existing control architecture.
Edge Computing
On-premise processing. No cloud dependency for real-time decisions.
MES / ERP / APIs
Structured quality data flowing directly into your systems.
One Vision AI.Thousands of inspection possibilities.
FOCUS™ AI is not a single-purpose tool. It is a configurable inspection engine that can be trained, adapted and deployed across virtually any manufacturing inspection application.
If a human can see it, there's a good chance FOCUS™ AI can learn to detect it.
The harder the inspection,the more interesting it gets.
Standard inspection is easy. We built ZERORECALLS.AI for everything that isn't.
ZERORECALLS.AI combines Vision AI, deep manufacturing knowledge, automation expertise and a rapid software development methodology to solve the inspection challenges that traditional rule-based systems consistently fail at. We do not offer generic platforms. We solve specific problems.
High-Speed Production
Inspection decisions in milliseconds, synchronised with your line speed.
Reflective Surfaces
Specular materials, polished metals, transparent packaging.
Complex Geometries
Curved, multi-planar and three-dimensional component inspection.
Natural Variation
Food, organic materials and products where acceptable variation is wide.
Subtle Colour Deviations
Defects invisible to standard threshold-based colour logic.
Multiple SKUs
Automatic variant switching without manual reconfiguration.
Have an inspection challenge others couldn't solve?
Built for manufacturing.
FOCUS™ AI is deployed across a wide range of manufacturing environments. Each industry brings its own defect types, regulatory requirements, line speeds and tolerance thresholds. We work within all of them.
Built differently.So we can move faster.
Traditional industrial software companies carry significant engineering overhead. Large teams, long development cycles, rigid platforms and expensive customisation. ZERORECALLS.AI was built from the ground up to operate differently — using an AI-native development methodology that lets a small, highly experienced team move with the speed and precision that manufacturing timelines demand.
Faster Deployment
AI-native development compresses traditional project timelines. From feasibility to live inspection in weeks, not months.
Rapid Customisation
Inspection models, interfaces and integration workflows are adapted quickly to your specific product, defect profile and production environment.
Hardware Independent
Leverage your existing camera, lighting and PLC infrastructure wherever possible. No forced hardware replacement cycles.
Weeks, not months.
Quality you can measure.
Automated Vision AI inspection delivers measurable operational and financial impact across the quality chain. These are the categories of improvement manufacturing operations typically see when replacing manual or rule-based inspection with FOCUS™ AI.
Inspection Consistency
Every product inspected to the same standard, every shift, every day — without fatigue or drift.
Reduced Defect Escapes
Fewer defects reaching downstream processes, customers or end users.
Lower Manual Inspection
Redirect skilled operators from repetitive inspection to higher-value quality activities.
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.
Frequently Asked Questions
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.







