Latest Startups Continue the Trend of Innovation
Looking across the landscape of recent startups creates a snapshot of some of the topics where companies see opportunity and unmet need in the vision market. Extending the scope of machine vision well beyond the visible wavelengths is being addressed by many early-stage companies. For example, companies such as QDI Systems (NL), Xnext (IT), and Deep Detection (DE), are each looking to increase the availability and scope of X-ray imaging. Reducing the cost of SWIR imaging remains a focus of TriEye (IL), SWIR Vision Systems (US), and Emberion (FI) as a key driver of wider use, and companies such as Living Optics (UK), Haip (DE), Nireos (IT) are each expanding the footprint of hyperspectral imaging companies in the sector.
Although most companies are already addressing AI to differing extents, many startups are applying vision AI to specific application domains. This has the advantage that AI models can be tuned to provide the specific information required for the application and the company can focus on a much smaller number of customer types. Examples from across different verticals include Katana Labs (DE, AI powered pathology), Hypervision Surgical (UK, hyperspectral AI for surgery assistance), Psiori (DE, crane and materials handling), and Greyparrot (UK, waste sortation).
Simulation and digital twin technology is a very exciting area, with several startups seeking to drive greater connection between real-world vision applications and simulations. Companies such as Medabsy (DE) are providing tools that allow configuration and simulation of vision systems before purchase, while Eigen Innovations (CA) also use a digital twin of an inspection site to ease and scale deployment, and Visometry (DE) has developed real-time AR overlays for real-time operator inspection.
A final topic worth noting is the continued drive to create effective low-code/no-code tools specifically for the combination vision and robotics. Well-funded recent startups such as Intrinsic Innovation (DE), join other companies such as WandelBots (DE), Robovision (BE), and drag&bot (DE) underscoring the demand in the market to reduce programming and deployment tunes for robot applications.
Summary
All startups in the ecosystem combine to support the continued growth of the vision industry. Whether growing large or small, backed by large investments or self-financing, being acquired or staying independent, creating fundamental technology or showing new ways to approach existing tasks, startups are an important component of a well-functioning market and play a very important role in the success of machine vision.
