Accelerating time to value in digital transformation is crucial for sustaining a technology roadmap, impacting resource investments and user buy-in. Companies often struggle with IoT application workloads, especially edge-to-cloud applications for connected devices. The diverse range of devices and protocols complicates integration, thereby increasing development costs. Inadequate security measures expose vulnerabilities, risking data breaches and disruptions. Additionally, the influx of data from multiple sources complicates meaningful analysis due to data silos, posing significant challenges for effective IoT implementation.

With the growing number of devices and increasing data volume, scalability becomes a critical issue, requiring significant investment and strategic planning for sustainable growth. Implementing standardized security protocols and data management practices is essential for overcoming these challenges and ensuring operational resilience.