Thorough analysis of business goals, use cases, data needs, scalability requirements, security concerns, and regulatory compliance.
Comprehensive design of IoT systems covering device connectivity, data ingestion, storage, processing, analytics, visualization, and integration.
Design of robust security architectures encompassing device authentication, data encryption, access control, secure communication channels, and threat detection mechanisms.
Ensuring scalability and resilience by designing architectures that accommodate growing data volumes, device populations, and application workloads while maintaining high availability and fault tolerance.
Assessment of edge computing vs. cloud computing paradigms based on latency requirements, data processing capabilities, resource constraints, and cost considerations.