OUR SERVICES

Practical AI vision consulting for modern factories. We design, build, and deploy custom computer-vision systems that lift product quality, throughput, and OEE—backed by clear business cases and measurable ROI.

What we do

What we do

End-to-end consulting, from idea to impact:

End-to-end consulting, from idea to impact:

Discovery & Business Case

We map defects and failure modes, quantify scrap/rework costs, estimate savings, and build a credible ROI model your stakeholders can sign off on.

Discovery & Business Case

We map defects and failure modes, quantify scrap/rework costs, estimate savings, and build a credible ROI model your stakeholders can sign off on.

Discovery & Business Case

We map defects and failure modes, quantify scrap/rework costs, estimate savings, and build a credible ROI model your stakeholders can sign off on.

Data & Feasibility

On-site data collection, lighting/optics studies, and quick proofs-of-concept to de-risk decisions early.

Data & Feasibility

On-site data collection, lighting/optics studies, and quick proofs-of-concept to de-risk decisions early.

Data & Feasibility

On-site data collection, lighting/optics studies, and quick proofs-of-concept to de-risk decisions early.

System Design

Camera and illumination selection, enclosure and mounts, robot/tooling integration, and HMI design for operators.

System Design

Camera and illumination selection, enclosure and mounts, robot/tooling integration, and HMI design for operators.

System Design

Camera and illumination selection, enclosure and mounts, robot/tooling integration, and HMI design for operators.

Model Development

State-of-the-art detection, segmentation, and anomaly models tailored to your parts, materials, and takt time.

Model Development

State-of-the-art detection, segmentation, and anomaly models tailored to your parts, materials, and takt time.

Model Development

State-of-the-art detection, segmentation, and anomaly models tailored to your parts, materials, and takt time.

Deployment & MLOps

Robust pipelines for edge or cloud (we’re fluent with on-prem and Google Cloud), versioning, monitoring, and continuous improvement.

Deployment & MLOps

Robust pipelines for edge or cloud (we’re fluent with on-prem and Google Cloud), versioning, monitoring, and continuous improvement.

Deployment & MLOps

Robust pipelines for edge or cloud (we’re fluent with on-prem and Google Cloud), versioning, monitoring, and continuous improvement.

Change Management

Operator training, SOPs, and quality buy-in so solutions stick in production.

Change Management

Operator training, SOPs, and quality buy-in so solutions stick in production.

Change Management

Operator training, SOPs, and quality buy-in so solutions stick in production.

Industry expertise

We’ve worked across Swedish and international industries and understand the realities of plant floors:

Automotive & Tier-N

Paint, trim, welds, assembly verification

Metals & Fabrication

Surface defects, edge cracks, flatness, weld QC

assorted bottled waters on shelf
assorted bottled waters on shelf
Food & Beverage

Packaging integrity, label/print verification, fill level

macro photography of black circuit board
macro photography of black circuit board
Electronics

PCB/SMT inspection, connector alignment, conformal coat

macro photography of glasses on tray
macro photography of glasses on tray
Pharma & MedTech

Blister packs, vial/stopper inspection, UDI verification

white painted wall
white painted wall
Pulp, Paper & Packaging

Web defects, corrugation, print registration

gray industrial machine
gray industrial machine
Industrial Equipment

Heat exchangers, valves, machined parts

containers vans
containers vans
Logistics

Dimensioning, parcel flow, traceability

How we work

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INITIAL DISCOVERY

We usually start with a digital meeting to get an overview of your challenges. After that, we ask for reference material – such as images or video from your production – to assess whether the task is suitable for AI vision.

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GATHERING INFORMATION

In some cases, remote analysis is sufficient. In other cases, we schedule a site visit to better understand the production flow, lighting conditions, and the process as a whole. Once we’ve gathered enough information, we follow up with a concrete proposal for how to move forward.

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PROPOSING THE BEST SOLUTION

Our role is to translate what happens in your environment into something that can be automated using camera-based deviation detection. That might mean a system for visual quality control, or it might involve detecting jams, reducing waste, or freeing up operator time.

Typical outcomes

20-80%

20-80%

20-80%

Scrap & rework down
Scrap & rework down
Scrap & rework down
Cycle time protected with in-line inspection at takt
Operator load reduced via ergonomic HMIs and automated decisions
Traceability up through defect analytics and audit trails
birds eye photography of buildings
birds eye photography of buildings
birds eye photography of buildings

Why AI Vision

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Deep technical chops:

In detection, segmentation, and anomaly modeling

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INdustrial know-how:

Robotics, PLCs, HMIs, safety, and maintenance realities

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Vendor-neutral:

We choose the right cameras, lenses, and compute for your job

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Cloud or edge:

Secure deployments that fit your IT/OT constraints (strong Google Cloud experience)

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Lean team, fast cycles:

KTH-roots and hands-on factory experience

What we do

What we do

End-to-end consulting, from idea to impact:

End-to-end consulting, from idea to impact:

Discovery & Business Case

We map defects and failure modes, quantify scrap/rework costs, estimate savings, and build a credible ROI model your stakeholders can sign off on.

Discovery & Business Case

We map defects and failure modes, quantify scrap/rework costs, estimate savings, and build a credible ROI model your stakeholders can sign off on.

Discovery & Business Case

We map defects and failure modes, quantify scrap/rework costs, estimate savings, and build a credible ROI model your stakeholders can sign off on.

Data & Feasibility

On-site data collection, lighting/optics studies, and quick proofs-of-concept to de-risk decisions early.

Data & Feasibility

On-site data collection, lighting/optics studies, and quick proofs-of-concept to de-risk decisions early.

Data & Feasibility

On-site data collection, lighting/optics studies, and quick proofs-of-concept to de-risk decisions early.

System Design

Camera and illumination selection, enclosure and mounts, robot/tooling integration, and HMI design for operators.

System Design

Camera and illumination selection, enclosure and mounts, robot/tooling integration, and HMI design for operators.

System Design

Camera and illumination selection, enclosure and mounts, robot/tooling integration, and HMI design for operators.

Model Development

State-of-the-art detection, segmentation, and anomaly models tailored to your parts, materials, and takt time.

Model Development

State-of-the-art detection, segmentation, and anomaly models tailored to your parts, materials, and takt time.

Model Development

State-of-the-art detection, segmentation, and anomaly models tailored to your parts, materials, and takt time.

Deployment & MLOps

Robust pipelines for edge or cloud (we’re fluent with on-prem and Google Cloud), versioning, monitoring, and continuous improvement.

Deployment & MLOps

Robust pipelines for edge or cloud (we’re fluent with on-prem and Google Cloud), versioning, monitoring, and continuous improvement.

Deployment & MLOps

Robust pipelines for edge or cloud (we’re fluent with on-prem and Google Cloud), versioning, monitoring, and continuous improvement.

Change Management

Operator training, SOPs, and quality buy-in so solutions stick in production.

Change Management

Operator training, SOPs, and quality buy-in so solutions stick in production.

Change Management

Operator training, SOPs, and quality buy-in so solutions stick in production.

contact us

Get tailored pricing, answers to your technical questions, and discover how AI Vision can help you build smarter vision models — fast and efficiently. Our experts are ready to support you.

TALK WITH OUR EXPERTS

ADDRESS

Olof Palmes gata 11

111 37 Stockholm

ADDRESS

Olof Palmes gata 11

111 37 Stockholm

ADDRESS

Olof Palmes gata 11

111 37 Stockholm