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A Practical Framework for Delivering IoT Systems Successfully

Bridging hardware, software, and organizational complexity

The IoT Failure Problem

70–75% of IoT projects fail to meet objectives. Root causes are organizational and methodological, not technical.

Hybrid Framework

Combining iterative software practices with structured hardware lifecycle management through integration management.

Practical Application

Architecture-first planning, early HW/SW integration, iterative firmware with gated hardware milestones.

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