Edge Computer Vision · Durham Region

Your line should catch
every defect
before it ships.

ArthInnovationLabs installs compact AI vision systems on manufacturing floors that inspect parts in real time — no cloud, no heavy infra installs, no disruption.

Book a 30-min call See how it works
~21%
of manufacturing costs tied to poor quality control
<50ms
detection latency on our edge hardware
$0
cost to you as a pilot partner
The problem

Manual inspection leaves money on the table — and risk on the line.

Human inspectors miss 20–30% of surface defects under fatigue. One recall or returned shipment can erase months of margin. Small manufacturers carry this risk without the budget for enterprise machine vision.

The tools exist. They just haven't been packaged for your scale — until now.

How it works

One camera. One model.
Instant alerts.

01

Camera on your line

A single camera mounts at your inspection point. No new conveyors, no line modifications, no IT involvement.

02

Edge device runs inference

Our compact Orin-based device processes every frame locally. No internet required. Detection happens in under 50ms.

03

Defect flagged instantly

When a defect is detected, your operator gets an immediate alert with a timestamped snapshot — before the part moves downstream.

04

Dashboard + history

A simple local dashboard shows alert history, defect rate trends, and shift-by-shift comparisons — accessible on any browser on your network.

Why edge, not cloud
🔒

Your data never leaves the building

Cloud vision means your production images travel to third-party servers. Our system runs entirely on-premise — every frame processed locally, nothing uploaded externally.

Faster than any cloud connection

Network latency alone kills real-time inspection. Local inference means detection in under 50ms — fast enough to catch a defect while the part is still in frame.

🔧

No heavy infra installs

No server room. No VPN setup. No IT project. The device plugs into power and your local network — that's it. We handle everything else.

📦

Trained on your specific parts

Generic models don't know what your defects look like. We train the vision model specifically on your product — surface finishes, tolerances, and failure modes unique to your line.

Pilot program

We're looking for 3 pilot partners in Durham Region.

No cost to you. In exchange we ask for honest feedback and the right to reference the engagement.

1

30-min discovery call

We learn your inspection process and biggest quality pain points.

2

On-site visit

We identify one camera position and one defect class to start with.

3

Model training

We train the vision model on your specific parts. We bring all the hardware.

4

Live install

System runs on your floor for 4–6 weeks. You give feedback, we iterate.

No contracts. No upfront cost. We're based in Durham Region and focused on local manufacturers in Oshawa, Whitby, Ajax, Pickering, and surrounding areas.

Ready to see if your line
is a fit for a pilot?

Book a 30-min call →

or email vishal.a.chaskar@gmail.com