On-premise computer vision · runs inside your operation

The intelligence that sees your production.

AI-powered cameras inspect, grade and catch defects in real time — inside your own environment, without sending a single image to the cloud.

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The problem

Sending your data to the cloud is handing over your edge.

Every operation produces data money can't buy: the record of how it runs — every defect, every failure, every exception on your line. That is the fuel of AI. And it is what you lose when the intelligence runs in someone else's cloud.

Sovereignty

Whatever leaves the perimeter of your operation stops being yours. Access a foreign government can switch off is no foundation for a critical operation.

Predictability

Pay-per-use turns an operating cost into a ceiling that only goes up. At industrial volume, that is a budget you can never close.

Specialization

The generic cloud model doesn't know that, on your line, that mark is not a defect. The AI worth gold is trained on your data, close to it.

The difference

All the intelligence runs inside your operation.

Most solutions ship your images to the cloud and use a generic model. Ours does the opposite: a model tuned on your data, running inside your operation. That is what makes it more accurate — and sovereign.

YOUR OPERATION data perimeter · nothing leaves Camera RTSP · GigE Edge device NVIDIA Jetson · runs on site RT-DETRv2 — the eyes fine-tuned on your data Anomaly & tracking whatever breaks the pattern On-screen alert right person · right away Evidence & reports photo + time · root cause Public cloud your data never comes here

Camera → edge device → on-screen alert + evidence (photo and time) → reports to find the root cause. No image ever leaves the building.

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Three things, one single pillar.

The usual approach

Off-the-shelf model, in the cloud

  • A generic model that has never seen your product
  • Images shipped to the public cloud
  • Pay-per-use — unpredictable cost at volume
  • A black box: you can neither audit nor adjust it
VisiLocus

Your model, inside your operation

  • A model fine-tuned on your data
  • 100% local processing — the data never leaves
  • Fixed, predictable cost
  • You own the model and the knowledge
Machine Learning

How the model learns your production.

No generic model knows your product. Ours learns it — inside the operation, in a cycle that repeats every month.

01

Capture

The system films your real production for days, on its own, straight from the operation.

02

Teach

Your expert marks defects on screen: “this is a crack, this one passes”. The veteran's eye becomes data.

03

Train

Fine-tuning of a deep-learning model (RT-DETRv2) on your images — not an off-the-shelf model.

04

Alert

The trained model returns to the edge device and, with no internet, shows an on-screen alert with a photo and timestamp of every occurrence.

05

Evolve

Continuous retraining: every new exception becomes learning. More accurate every month.

What we do

Intelligence that touches the machine.

Three fronts that solve real production problems — all running locally.

Quality inspection

Defects, cracks and non-conformities caught on the line, with an on-screen alert and a photo of every occurrence.

  • Assembly and surface faults
  • Cracks and dimensional non-conformity
  • Anomaly and contaminant detection
  • Reports by shift, line and lot (PDF/spreadsheet)

Classification & counting

Classify and count items with no shift-to-shift variation, the result shown on screen and recorded.

  • Classification by type, size and grade A / B / out of spec
  • Real-time counting and throughput
  • Automatic grading by visual standard
  • Tracking of parcels and parts

Safety & monitoring

People, PPE and environment under AI watch, locally.

  • Correct PPE use
  • Intrusion into danger zones
  • Thermal monitoring of herds and assets
  • Counting and distribution
Industries

Where vision pays back fast.

Some of the main markets where our local AI and computer-vision solutions create immediate value.

01

Packaging & Consumer Goods

Inspect labels, seals and package integrity, classify by lot and standard, count units and monitor the line — with an on-screen alert, a photo and timestamp of every occurrence, and reports to find the root cause.

02

Metalworking & Industry

Fine dimensional inspection, crack detection and quality control at cycle time.

03

Agribusiness & Food

Herd health by camera: fever, heat stress and lameness caught before symptoms. Poultry-house ambience, batch counting and packaging integrity, all processed locally.

04

Logistics & Smart City

Automated fleet counting, vehicle flow and parcel tracking.

05

Safety & Infrastructure

PPE monitoring, restricted-area intrusion and physical security — with worker images processed inside the plant, no third-party cloud.

06

Your Industry

If your operation involves visual inspection or repetitive human decisions, there is an automation case in it.

Process

From diagnostic to production, with return measured at every step.

01

Diagnostic

We map your processes, find the highest-return visual bottleneck and project the ROI.

02

Pilot

We build a small, end-to-end proof of value, in weeks, on your own data.

03

Production

We deploy on the operation's infrastructure, integrated with it and running locally.

04

Operation

We monitor, retrain and scale to the next process — without making you hostage to anyone.

Real case

Not theory: a computer-vision system built and in operation.

Our own project · applied computer vision

Together with a neuropsychology clinic, we built an eye-tracking system: gaze capture, fixation detection and attention trails in real time, processed entirely on the local machine.

  • A real system, built side by side with the clinic's specialists
  • Eye tracking and fixation analysis — computer vision applied to a real problem
  • The same computer-vision and deep-learning foundation that production inspection demands

Proof that our computer vision works outside the lab. The sovereign architecture — everything inside your perimeter — is how we design it for your operation.

Why VisiLocus

Four non-negotiable commitments.

Data sovereignty

The company's intelligence belongs to the company. Local processing; secrets that never leave your operation.

Predictable cost

No meter spinning on every part. You know what you'll spend before the first batch is produced.

Extreme customization

We don't sell off-the-shelf. We train models on the unique reality of your line.

Measurable ROI

Every project starts from a number you already measure, and ends by showing its impact on it.

Insights

The thesis, in writing.

2026 edition
Sovereign
Intelligence
VisiLocus

Why the next competitive advantage runs inside your operation.

A straight argument for people who run an operation and distrust the hype: what actually changes in your operation's economics, and why local AI beats the cloud for most cases.

Let's find your first AI case.

An initial, no-commitment diagnostic to pinpoint where sovereign intelligence pays back fastest in your operation.