Spotflow

Spotflow is a modern firmware observability and diagnostics platform designed to help developers and engineering teams monitor, troubleshoot, and optimize connected devices at scale. It provides a unified system for collecting logs, metrics, and crash dumps directly from firmware using a lightweight SDK, enabling full visibility into device behavior. Real-time dashboards display device health, uptime, anomalies, and performance trends, allowing teams to detect and resolve issues proactively. Spotflow includes advanced filtering tools to pinpoint firmware problems quickly and supports remote diagnostics without requiring physical access to devices. Its AI-powered analysis engine interprets crash dumps, delivering human-readable root cause insights and suggested fixes. The platform also supports over-the-air firmware updates, enabling rapid issue resolution and continuous improvement. Spotflow integrates easily with popular embedded frameworks and hardware platforms, making deployment simple. With scalable infrastructure and cost-efficient pricing, it helps organizations reduce mean time to repair, improve reliability, and accelerate product development cycles while maintaining operational efficiency across large IoT fleets.