Reduce accepted-resolution cost
Find whether demand, rework, routing, knowledge or handling actually drives cost.
Business baselineHuman authorityReduce workload and cost while preserving resolution quality and human escalation.
Find whether demand, rework, routing, knowledge or handling actually drives cost.
Business baselineHuman authorityProcess redesign, existing-system optimization, bounded rules, AI augmentation and automation compete on evidence and economics.
No automatic AI preferenceNo universal process-first fallbackConnect the intervention hypothesis to a metric, baseline, threshold, measurement source, failure signal and next decision.
BASELINE_REQUIRED when neededCapacity released ≠ savingsWhich scientific output must the first MVP produce?