METRIC // 01
04
ASSETS MONITORED
ACTIVE FLEET
CAUTION
THE SHIFT BEFORE THE SHUTDOWN
DON'T JUST SPOT
THE FAULT. KNOW WHY.
ShiftWhy connects real-time multi-variate telemetry, synthetic maintenance logs, and operator observations into transparent, safety-first incident dossiers. Built for factory technicians on AMD architecture.
INTELLIGENT INDUSTRY TRACK
TELEMETRY_STREAM
VIB-8.2·CRIT
AXIS_X8.2 mm/s
TEMP86°C
STATUSANOMALOUS
AMD ROCm
TOKEN FACTORY
NO BLACK BOX
EVIDENCE-FIRST
STATUS // 02
01
CRITICAL BREACH
LOTO ALERT
Hydraulic Press 04
SIGNALS // 03
07
THRESHOLD TRIGGERS
+2 NEW
Since Shift Change
OPPORTUNITY // 04
12
HOURS PREVENTED
PROTOTYPE BENCHMARK
Illustrative Synthetic Data
01 /// FLEET TELEMETRY
EQUIPMENT STATUS & LIVE SENSOR READINGS
02 /// AI INVESTIGATION ENGINE
INCIDENT CORRELATION & DECISION SUPPORT
CRITICAL: LOTO MANDATORY
WARNING: MONITOR TREND
HEALTHY: NOMINAL BASELINE
DIAGNOSTIC CONSOLE
INPUT PARAMETERS
INJECT REALISTIC SYMPTOM PRESETS:
SAFETY NOTICE: ShiftWhy is an advisory decision-support tool. It never commands physical actuators or bypasses certified Lockout/Tagout procedures.
INCIDENT DOSSIER
AWAITING INVESTIGATION INVOCATION
+
◎
+
EVIDENCE DOSSIER IS READY TO ASSEMBLE
Select any machine asset from the fleet above or choose a symptom preset, then run the investigation to generate a verifiable diagnostic trail.
01TELEMETRY SCAN
→
02LOG RETRIEVAL
→
03AMD INFERENCE
→
04LOTO CHECKLIST
03 /// TRANSPARENCY PIPELINE
ZERO BLACK BOXES
END-TO-END AUDIT TRAIL & HUMAN-IN-THE-LOOP
01
TELEMETRY SCAN
Multi-sensor scanning evaluates temperature, vibration, and pressure against configured plant threshold envelopes.
⟶
02
HISTORY RETRIEVAL
Context engine cross-references past work orders, maintenance logs, and failure patterns for the specific machine.
⟶
03
REASONED SYNTHESIS
AMD-hosted model synthesizes evidence into ranked hypotheses and safe next inspection checks.
⟶
04
TECHNICIAN SIGN-OFF
Certified plant technician reviews the checklist, performs physical inspection, and logs the maintenance action.