IoT

The challenge

The Internet of Things turns physical assets into data-generating endpoints, unlocking real-time visibility into operations, equipment health, and customer behavior. Organizations that harness this data can reduce downtime, optimize processes, and create entirely new service offerings.

However, IoT projects fail when device connectivity, data ingestion, and analytics are treated as separate problems. A cohesive platform approach ensures that every sensor reading flows securely from the edge to the cloud and arrives at the right dashboard or model in time to drive action.

What we deliver

• End-to-end IoT architecture from device provisioning to cloud analytics
• Full device lifecycle management: provisioning, firmware updates, monitoring, and decommissioning
• Real-time stream processing pipelines for alerting and anomaly detection
• Digital twin models that mirror physical environments for simulation and planning
• Integration with existing enterprise systems such as ERP and maintenance platforms
• Assessment of existing IoT solutions, identifying and resolving pain points and technical debt

How we work

Mallow approaches IoT engagements with a proof-of-value mindset. We start small — connecting a representative set of devices, validating data flows, and demonstrating business impact — before scaling to full production. This reduces risk and builds stakeholder confidence early. Throughout the process, we ensure security and device management practices are production-ready from day one.

Key technologies

• Azure IoT Hub
• Azure Digital Twins
• Azure IoT Edge
• Azure Stream Analytics