Industrial AI.

Experience the difference expertise makes for AI.

Unlock the potential of your business or city with our comprehensive AI services, combining our system expertise with the use of our state-of-the-art AI platform to develop, deploy, and scale AI systems.

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The potential.

Applied to an industrial context or in any advanced sensor system, machine learning (ML) and data science have the potential to deliver greater business value than established analytical techniques, especially when combined with domain knowledge, system expertise and strategic data management.

Industrial Artificial Intelligence (AI), as this paradigms shift is referred to, allows for improved efficiency and cost reduction, accelerated autonomy and increased safety. It also enables greater resiliency and flexibility in the face of shifting market conditions.

Our experience.

With over twenty years of experience in signal processing and development of advanced embedded systems, Qamcom complements our customers’ domain expertise with our thorough understanding of the overall requirements and challenges of real-world applications, as well as of their safety, security and regulatory aspects.

By developing, embedding and deploying ML algorithms as purpose-built, domain-specific solutions, Qamcom enables and accelerates the creation of measurable business value in industrial operations.

What value do Industrial AI solutions bring?

Unlocks new business opportunities, increased market competitiveness, and new corporate strategies.
Reduces costs and carbon footprint by preventing failures and unplanned shutdowns.
Derives business value from heterogeneous large industrial data sets.
Improves operational safety in critical industrial environments.
Inspection
Data & Control
Safety
Analysis
Optimization
Predictive analytics

Industrial & Enterprise AI

Complete AI solutions that enables data-driven decision-making and value generation for Industrial and Enterprise applications.

Application areas

We can solve challenges on an industrial scale within several application areas.
Smart City
Infrastructure
Agriculture
Manufacturing
Production

Our AI services.

Data analytics and AI at the cloud

Long-range wireless transmission

Sensor fusion, signal processing, data pre-processing and industrial AI on the edge

Short range wireless transmission

Edge sensors
All the way from edge sensors to the cloud – we can cover every step in the development of complete Industrial AI solutions

Our AI platform.

To make it faster and more cost efficient to deploy the right solution, we have developed a versatile AI platform that supports a large spectrum of industrial use cases and that can easily be customized to specific industrial domains, requirements and needs.

Configurable

The platform can be adapted to different software architectures depending on requirements such as latency, privacy, cost and security. This includes edge-to-edge and server-to-client architectures.

Modular

The platform supports the selection and removal of different existing modules such as object detection, tracking and counting, as well as the fast development of customized new modules.

Portable

The platform can be deployed on different hardware platforms depending on use cases and requirements on payload and power consumption.
We combine our expertise in signal processing and, system and algorithm development with modern software development and MLOps practices to bring accurate AI solutions into production faster, more efficiently and reliably.

Related cases.

Improving ELISpot and FlouroSpot analysis with artifact removal.

Immunoassays play a key role in biomedical research and diagnostics, using antibodies to detect biomarkers for disease diagnosis and drug development. However, accuracy and reproducibility challenges, often due to artifacts, necessitate advanced solutions to improve reliability in research and healthcare.

More precise results with FociSpot clustering through Industrial AI.

Mabtech specializes in producing immunoassays that enhance virology research. However, the process of analyzing FociSpots—small clusters of infected cells—can be complex, requiring advanced solutions to ensure accurate quantification and interpretation of results.

Making vaccine research more efficient and accurate

Mabtech, a biotech company specializing in immunoassays for research and clinical diagnostics, sought to enhance the efficiency, user-friendliness, and accuracy of their key products like the FluoroSpot, ELISpot, and FociSpot readers.

These improvements were crucial to strengthen their tools used in vaccine development and disease characterization amidst the global fight against diseases caused by viruses, bacteria, and parasites.
Allen + Clarke

Introducing ThematIQ: Sovereign AI for qualitative analysis

Qamcom and Allen + Clarke have developed ThematIQ — a secure, sovereign AI platform designed to help expert analysts qualitatively analyse large volumes of text quickly, with full transparency, high security, and high levels of accuracy.

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Swedish Forest Agency

Detecting forest clearcuts year-round with radar and AI.

Qamcom is proud to contribute to an exciting project in collaboration with the Swedish Forest Agency (Skogsstyrelsen) and Spacemetric. Monitoring clear-cuts is critical for sustainable management, but traditional optical satellite methods face challenges from weather and seasonal changes. To address this, Qamcom together with Spacemetric are developing an AI-driven solution using radar satellite data for consistent and accurate forest monitoring year-round.

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Mabtech

Mabtech EYRA – multiplex platform for vaccine and treatment development

Mabtech and Qamcom have collaborated on R&D since 2016, with the Iris and Astor platforms among the joint innovations. The EYRA platform marks a new chapter — a no-contact, automation-ready instrument built around a purpose-built confocal microscope, designed to redefine what's possible in multiplex analysis.

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Mabtech

Making vaccine research more efficient and accurate.

Mabtech is a Swedish biotech company specialising in immunoassays for research and clinical diagnostics. Their FluoroSpot, ELISpot, and FociSpot readers are used worldwide in vaccine development and disease characterisation — and making them more accurate and easier to use directly translates to faster research outcomes.

Read more
Vattenfall

Detecting vegetation close to power lines.

Power lines stretch over terrain that's costly and slow to inspect on foot, but vegetation growing too close to them is one of the leading causes of grid failures. The job was a fit for drones — if the onboard AI could detect both the lines and the obstacles around them in real time.

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Husqvarna

Tool classification by measuring dust.

Construction sites are some of the most dust-heavy workplaces, and the type of dust depends on the type of tool being used. Classifying tools by the cloud they generate makes it possible to regulate exposure automatically — if the AI can identify them in real time.

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Qamcom's AI platform for smart cities.

Qamcom's AI Platform brings edge intelligence to the urban environment, turning everyday sensors into systems that can see, classify, and act. This demo shows how the platform handles real Smart City scenarios.

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Traffic data analysis.

The shift to smart cities depends on understanding how traffic actually moves, but advanced traffic analytics often comes with hardware costs that don't scale. The challenge was simple to state and hard to solve: deliver the accuracy of a high-end system on a low-cost edge device.

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Classifying unwanted substances.

Indoor air quality affects health more than most people realise, but consumer gas sensors today can only roughly identify what's in the air. Pushing past that limit required applying machine learning to raw sensor signals — not just thresholds, but pattern recognition.

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INCA

Smart fire and smoke detection.

Wildfires demand rapid action, and early detection is critical. INCA set out to build an AI-powered camera system that spots flames and smoke in environments where traditional systems fall short — protecting forests and easing the burden on firefighters.

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Ortoma

3D imaging into more accurate surgeries

Hip surgery is one of the most common procedures in the world, yet most surgeons still rely on 2D X-rays for planning. Ortoma set out to change that with an AI-powered 3D imaging platform built on CT data — and turned to Qamcom for the software foundation.

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Mabtech

Mabtech and Qamcom reinvent spot analysis with Mabtech Iris™

Mabtech is a Swedish biotech company. Founded by researchers in 1986, the Stockholm-based company is still run by researchers today and is internationally renowned for the tools it has developed for life science research, in particular in the field of immunology.

Mabtech is a leader in providing monoclonal antibodies and kits suitable for ELISpot and FluoroSpot analysis. Used by scientists worldwide to study immune responses in, for example, infectious diseases, cancers, allergies, transplantations and vaccine trials, the kits required third party readers for spot analysis. These readers lack the accuracy and precision needed in analysing spots secreted by single immune cells. Furthermore, they require calibration by the user – a step which will invariably add an element of subjectivity to the analysis and might therefore compromise the accuracy of the results.

Passionate about biomedical research and ensuring extreme accuracy in the discovery process, the Mabtech team felt that the situation could be improved.

"In order to realise our goal of fundamentally redefining spot reading technology, we needed a partner who could not only bring the technical skills we required, but who would also truly share our passion for the project. Qamcom did both, overcoming significant development challenges and delivering some brilliant enhancements to the product that even we had not thought of. Working with Qamcom, we were confident that there were no boundaries to what we could achieve together."
Christian Smedman, CTO, Mabtech
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Stockholms Stad

Smart City – Stockholms Stad

Stockholm has set its sights on becoming the world's smartest city by 2040. Reaching that goal means measuring and managing traffic in ways traditional infrastructure can't — and doing it without bolting a new sensor system onto every intersection in town.

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Contact us.

Ann Louise Johansson

Site Manager Stockholm
+46 702-26 07 74
annlouise.johansson@qamcom.se

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