Resource loss is rarely one event. It is usually a broken connection between need, activity and outcome.
The strongest recurring finding is fragmentation: the NHS can often see activity and spend, but not always whether the activity was necessary, avoidable, duplicated or delivered through a higher-resource pathway.
Data sits in separate systems
Prescribing, dispensing, finance, workforce and outcomes are often visible independently rather than as one resource pathway.Loss is often visible only after linking data
A transaction can look normal until it is compared with stock, pathway, timing or outcome data.Exposure is not recovery
Observed waste, plausible opportunity and verified recovery must remain separate.Measure, intervene, verify
The proposed architecture connects detection to action and then checks whether anything was genuinely recovered.Four pathways testing the same underlying hypothesis.
Open a pathway only if you want the detailed question and evidence behind it.
Repeat medicines
Where repeat supply continues despite excess stock, dose changes, discontinuation or weak reconciliation.
Question: Was this medicine still needed when it was dispensed?
Scarce specialist capacityAseptic and injectable medicines
Where medicine cost, pharmacist time, nursing time, cleanroom capacity and treatment capacity intersect.
Question: Does this dose need making here, now, in this form?
Downstream cost of late detectionDental prevention
Hospital treatment for preventable dental disease shows the cost of intervention occurring too late.
Question: Could lower-cost upstream checks prevent expensive downstream treatment?
Move information before peopleDermatology and imaging
Image-first triage can help protect specialist capacity when high-quality capture and governance are in place.
Question: Does every referral require a physical specialist appointment first?