Neuralyze® in Action
One Platform – your perspective matters.
In production, reliability and return on investment are key. For system integrators, usability and open interfaces are essential. Quality engineers focus on false positive rates and traceability, while researchers focus on configurability and performance comparisons.
For Production Managers
For System Integrators
For Quality Engineers
For Education & Research
Ensure Quality, Reduce Scrap
In quality assurance, the main goal is often to reduce the rejection rate. This may sound trivial, but it has implications for the entire value chain. Rejects mean increased raw material consumption, additional costs for labor and logistics, and possibly also for waste disposal.
Optical methods for part inspection have become the gold standard when it comes to 100% quality.
Expand expertise, don't replace it
Experienced inspectors often recognize deviations intuitively, which is knowledge that is difficult to codify into rules. Vision AI can support this experiential knowledge. The system learns from examples provided by experts and takes over repetitive inspection tasks. The expertise remains with the people but simply becomes more effective thanks to the tool.
Benefits
More consistent inspection lowers the scrap rate. Higher detection rates reduce complaint costs. And repetitive inspection tasks are automated so that your experts can focus on tasks that only they can perform.
Integrate Neuralyze® into Your Solution
You develop inspection systems and integrate machine vision systems into production lines. Neuralyze offers a powerful Vision AI component for tasks where rule-based approaches reach their limits.
The Reality of Day-to-Day Project Business
Your customers expect systems that run reliably. And if they don’t, they expect prompt assistance. That means: service that’s accessible; support that understands your specific situation; and software that can be adapted to your needs, rather than the other way around.
Technical Integration
Neuralyze runs on-premise and on edge hardware or on plant computers. Training and inference are clearly separated: You train the models in the lab, and they then run on the production line. With Neuralyze Desk, you or your customers can also retrain models directly at the plant without relying on external data science resources. This shortens response times and reduces dependencies.
Sales Models
Neuralyze is available as a software-only license. The Pro license is tied to a single computer or available as a USB dongle, and it covers both training and inference. Each Pro license includes a free Explore license, which can also be used for development. Volume licensing is available upon request.
Industry Compliance
Our products are designed from the ground up to meet the demands of industrial use with reliability, durability, maintainability, and consistent quality. In particular, this also means that they are engineered for 24/7 standard operation and a long operating life.
Partnership
senswork has been developing and supplying turnkey optical inspection systems for over a decade. We understand the requirements in the field and are here to support you whenever needed—from feasibility analysis through system commissioning.
The Right Method for Every Testing Task
Vision AI enables applications to be solved through automatic optical inspection that were previously either difficult or impossible to address. Although rule-based algorithms remain significant, their capabilities are sometimes limited.
When to use traditional methods, and when to use AI
Vision AI is the right solution when dealing with high variability, complex surfaces or difficult-to-define defects, or when unknown defect types may occur. Rule-based image processing, on the other hand, is preferable when objects can be clearly described and have defined geometries and tolerances, or when deterministic results are required. In practice, combining both approaches often yields the best results.
Why Expertise in Image Processing Remains Indispensable
Despite AI, selecting the optimal imaging technology remains a critical factor in any inspection system. Similarly, data preprocessing and post-processing after inference typically improve a system’s performance. Sensors, optics, lighting, and data conditioning remain the foundation while Vision AI builds upon them. Neuralyze does not replace this knowledge but rather expands your toolkit.
Vision AI in Education and Universities
Industrial AI is best taught using real-world tools. senswork was involved in the concept for the Bavarian AI vocational schools founded in 2025 and has integrated the requirements for teaching AI in quality assurance into Neuralyze. Neuralyze is used as a learning platform at these and other training locations.
Explore-License – Free
Full feature set, two-year subscription, for vocational schools, colleges, and continuing education.
Application Scenarios
Teaching AI applications at vocational schools for apprenticeship programs. Semester-long projects using industry software at technical colleges; teaching basic AI skills at FOS, BOS, and high schools.
Robust Industrial AI for Research Questions
For funded research projects, we provide Neuralyze as a tool, along with our expertise, with the goal of fostering collaboration between industry and academia. Neuralyze provides the Vision AI infrastructure so that researchers can focus on their core research questions. For consortium projects, we offer special terms for Neuralyze Pro, Explore licenses, and support.
Research Collaboration
Fraunhofer IIS, Hahn-Schickard Society, Friedrich-Alexander University of Erlangen-Nuremberg, Helmholtz HEREON. In addition, collaborations with research institutions and universities to facilitate bidirectional knowledge transfer and the production of joint publications.
Become a Research Partner
Our Innovation Lab is constantly working on offering a technological edge through industrial research in collaboration with academic partners and industry partners from the manufacturing sector. Please feel free to contact us if you’re interested.