System Exposure
Why the system matters
Embedded releases become expensive and unpredictable when timing faults, sensor edge cases, power interruptions, and communication failures are discovered only on final hardware.
Demonstrates how systematic fault injection can reduce late discovery, shorten regression cycles, and create defensible release evidence.

Embedded releases become expensive and unpredictable when timing faults, sensor edge cases, power interruptions, and communication failures are discovered only on final hardware.
Reference HIL rig simulates sensors, actuators, vehicle and industrial buses, power faults, and timing disturbances; executes versioned test campaigns; and publishes traceable pass, regression, and evidence reports into CI.