Integration

How Deepvis fits into your line

A complete inspection system that drops into the production line you already run — camera, software, and interface pre-configured.

Machine I/O

Trigger I/O signals straight to machinery — stop the line, divert defective parts, or adjust process parameters in real time.

Real-time
Operator-defined

Operator workflows

Actions are configured by your team, so the system responds exactly the way your line requires — no code, no integrator visit.

Configurable
No-code

Cameras & optics

The camera ships pre-configured for your line. Mount it, connect it, and start capturing directly from production.

Pre-configured
Plug and play

Inspection logging

Every inspection event is recorded — what was inspected, the result, and the batch it belongs to — creating a complete audit trail.

Traceability
Audit trail

Quality dashboard

A live overview of line performance, system alerts, and product quality trends for operators and managers alike.

Real-time
Shared view

Threshold alerts

Set performance thresholds and get notified the moment defect rates deviate, so you can act before scrap or downtime climbs.

Alerting
Thresholds

Access control

Role-based permissions (RBAC) and two-factor authentication (MFA) keep inspection data in the right hands.

RBAC
MFA

Data protection

Production data is encrypted in transit and at rest, with usage continuously audited for compliance.

Encrypted
Audited

Reporting & export

Pull inspection performance and product quality into internal reporting or customer-facing documentation.

Reporting
Export

First step

Prove the defects are detectable

You send 100 parts — 50 good, 50 faulty. We photograph them, train a model on them in our lab, and 14 days later you have the report.

01 The verdict Detectability analysis 4 / 4 classes detectable Black speck 98% Warped 96% Undermould 93% Overmould 91% 100 PARTS14 DAYS 02 Yours to keep Annotated dataset 5 classes 1,240 annotations 98.0% precision Black speck 486 Warped 312 Undermould 241 PIXEL MASKSYOURS TO KEEP 03 Specified for your line System proposal Camera Global shutter Optics Matched to part Lighting Flat dome Placement Inline DV100 / DV40DRAWN UP 04 What it is worth Business case Machine cost / h DKK 640 Operator wage / h DKK 285 QC samples / shift 40 Labour saved / yr DKK 412k Downtime saved / yr DKK 268k Payback 7 months YOUR VOLUMESMODELLED

What the report contains — click a page

01 The verdict: what is detectable, and at what rate
02 Annotated dataset of your parts — which you own
03 System proposal: camera, optics, lighting, placement
04 Business case: savings, and when it pays back

Guarantee

If we cannot find the defect type you point at, you get your money back. Buy the system within 60 days and the fee is credited in full.

Book a detectability analysis

DKK 8,000

FAQ

Frequently Asked Questions

Simple and Easy to deploy AI Inspection Systems for modern production environments.

What types of defects can Deepvis detect?

Deepvis can detect complex and unpredictable defects that are common in recycled plastic, such as black specks, short shots, overmoulding, contamination, burn marks, and geometry defects. The model is trained on annotated examples of the defect types you care about, and holds up against the material, colour and surface variation that comes with recycled feedstock.

Do I need thousands of images to train the system?

No. Around 120 annotated images is enough to train a model. This is a large reduction compared to traditional systems that require thousands of manually labelled samples. It is however important to note that challenging applications typically perform better, the better the data.

Can Deepvis keep up with fast production speeds?

Yes — with the right GPU hardware, Deepvis can analyze parts in real time down to 0.5-second cycle times, making it suitable for high-speed packaging and manufacturinglines.

How is Deepvis different from traditional vision systems?

Traditional systems rely on rule-based image processing and require reprogramming every time a product changes. Deepvis uses AI to adapt to product variation and requires no specialist for setup, making it ideal for agile manufacturers where long and complex setuptimes are out of the question.

What's included in the Deepvis inspectionsystem?

Each unit includes a camera, AI edge computer, and software platform for inspection. Customers can purchase the full solution as a one-time investment, with optional software licensing and support packages.

How do I know if Deepvis is right for my application?

If your quality control process is manual, time-consuming, and affected by frequent changes in product, lighting, or material, Deepvis is built for you. Our system is designed to reduce man-hours in visual inspection — especially in high-volume, high-variation environments where traditional systems fall short. We typically start with a discovery call and a pilot to demonstrate time savings and operational impact.

Explore Smarter Quality Control with Deepvis

Discover how AI-driven visual inspection can reduce errors, cut costs, and adapt to your production line — without complex setups.

Book a Demo How we work