FURKAN SAKIZLIAI DATA ENGINEERING

CONTROL & HUMAN IN THE LOOP · BOUND IMPACT

Automation increases the need for control

Greater speed and reach require precise boundaries, signals and intervention points rather than indiscriminate bureaucracy.

Bright three-dimensional automation line with white data blocks, transparent control gates, blue status signals, a control console and a restrained amber stop point.
01 · IMPACTSensitivity, reach, reversibility and propagation determine the control class.
02 · BOUNDARIESAutonomy levels, risk budgets and approvals constrain executable actions.
03 · INTERVENTIONObservability, stop rules and recovery keep deviations controllable.
CORE METHOD

SCOPE → CLASSIFY → BUDGET → GATE → OBSERVE → STOP → PROVE → IMPROVE

Control directs human attention to consequential transitions and constrains routine execution technically.

THE AUTOMATION-CONTROL TEST

Can the run be stopped before impact, its reach measured and each decision reconstructed from evidence?