environments produce continuous streams of information through connected machines, sensors, cameras and monitoring systems.. Collecting this information does not automatically improve operational performance. Organizations must also process it identify patterns and translate those findings into timely decisions.

Traditional cloud-based artificial intelligence can support data analysis but transferring every measurement to a remote server is not always practical. Network limitations, processing delays and data management requirements can create challenges in environments where operational conditions change quickly.

Edge AI offers an alternative by bringing intelligence capabilities closer to the equipment and systems generating the data.…