Chronic Downtime
Separate obvious failures from repeated availability loss and quantify where recovery matters most.
Evidence to test
- Failure recurrence
- Micro-stoppage patterns
- Lost productive hours
Use cases
Turn recurring operational loss into prioritised value cases.
WEYSENS turns recurring operating problems into bounded, evidence-led value cases that engineering and business teams can challenge together.
Where to start
Choose a problem with a measurable consequence.
The strongest first use cases are recurring, bounded and supported by enough evidence to establish a baseline.
Cycle-Time Loss
Find where actual cycle time drifts from achievable performance and translate the gap into value.
Evidence to test
- Cycle-time distribution
- Shift and product effects
- Throughput opportunity
Scrap & Rework
Connect defect patterns to process conditions and expose the full operational cost of poor quality.
Evidence to test
- Defect clustering
- Rework burden
- Material and labour impact
Repeat Failure Loss
Prioritise reliability action by recurrence, production consequence and avoidable maintenance cost.
Evidence to test
- MTBF and recurrence
- Work-order evidence
- Commercial consequence
Energy Intensity
Detect when consumption rises without equivalent productive output and estimate recoverable value.
Evidence to test
- Energy per unit
- Idle consumption
- Operating-state comparison
Constraint & Capacity
Focus improvement effort on the constraint that limits value-generating throughput.
Evidence to test
- Constraint evidence
- Queue and starvation signals
- Capacity business case