Most IoT development projects are scoped as software problems — and fail as hardware problems. Connectivity drops, power constraints, sensor variability, and the data volume generated by devices at scale are physical realities that cannot be solved in the application layer after the system is deployed. Code Driven Labs begins every IoT engagement with the physical environment: the deployment conditions, the connectivity infrastructure, the device constraints, and the data architecture requirements — before any firmware, protocol, or cloud infrastructure is designed. That approach is grounded in CTO-level experience building systems across industrial, HealthTech, and logistics environments where an IoT system that fails in the field is not a software bug — it is an architectural decision that was never made.
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Physical Environment Assessed Before Architecture Is Designed
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Connectivity and Power Constraints Designed For Upfront
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Built Across 9 Industries, 4 Countries