Sioux Technologies develops and implements Edge AI solutions that make mission-critical and time-sensitive applications of artificial intelligence faster, more stable, secure and cost-effective.
The power of artificial intelligence (AI) is virtually limitless and is widely used, for example, to optimize manufacturing processes, medical diagnostics and autonomous mobility. AI now often still runs in the cloud. Devices collect data, for example with sensor technology, and then send it to the cloud for processing with intelligent algorithms.
With Edge AI, on the contrary, these algorithms run locally: on the device itself. Thus, there is no need for a continuous connection to the cloud and the constant sending of data back and forth. This offers great advantages for mission-critical and time-sensitive applications: it prevents latency/delays and increases reliability, cybersecurity and cost efficiency. So the promise of Edge AI is great. However, moving from the cloud to the edge is technologically challenging, and making the right choices requires complex trade-offs of performance, cost, power consumption and ease of integration. Sioux helps customers through this transition.
AI models are typically developed for high-performance high-tech systems with virtually unlimited resources. But how do you ensure that algorithms work locally and perform maximally within the constraints of the real world, for example in terms of computing power and power consumption? First of all, it requires systems thinking and combining specialized knowledge about artificial intelligence, electronics and embedded software. In addition, it requires, among other things, to connect seamlessly to the customer's specific information needs and technology.
Here lies the strength of Sioux. Our solutions in the field of Edge AI include adapting existing algorithms for local use, optimizing AI models for the best possible performance through to product development and maintenance. Thus, Sioux supports customers in the development and implementation of robust, affordable and scalable Edge AI that makes a real difference in the success of their applications.
Sioux supports customers with a systems approach to Edge AI. We provide the electronics selection and artificial intelligence modifications required, ensuring the best outcome in the combination of performance, cost and other requirements.