Specialty knowledge, in 6,752 patients' hands — turning what only sat in tertiary clinics into everyday decision support.
Endometriosis affects roughly one in nine Australian women. The knowledge that helps people manage it sits inside a small number of specialist clinics, in long appointments most patients wait years to access. Everything in front of that bottleneck is doing detective work in the dark.
Patients arrive at primary care without the questions that matter. GPs without endometriosis training rely on protocols that miss the symptom patterns. Diagnosis takes 7–8 years on average. Most of that time, the system has the knowledge available — it just hasn't reached the people who need it to make decisions about their own care.
This is what *upstream intelligence loss* looks like in practice. It isn't a clinical capacity problem inside the hospital. It's a configuration problem about where the knowledge sits, when it reaches people, and who is equipped to act on it.
The Sandpit method decomposes the work into four operations and asks where each should sit. For EndoZone, the answer in every row was the same: closer to the patient, earlier in the journey.
Patients waited for symptoms to escalate enough to warrant a GP visit. Many cases were noticed only after years of normalised pain.
Self-administered symptom screens and curated content help patients recognise patterns earlier. Notice happens at home, not at crisis.
Pattern-recognition required specialist training. GPs without that training applied default protocols that often missed the picture.
Personalised health reports translate clinical knowledge into the patient's own context — surfaced in language both they and their GP can act on.
Risk of misdiagnosis sat with the GP, who was equipped for general practice but rarely for this condition's specific signal pattern.
Risk is shared. The patient arrives informed and the clinical decision is supported by structured evidence, not memory and intuition alone.
Decisions about referral, investigation and management were delayed by years of uncertainty. Many calls were never made.
Clinicians retain the call — that doesn't move. But the call lands earlier, with better evidence, more often with the patient as a co-participant.
EndoZone runs as a national consumer platform, governed under the same clinical safety and information governance frameworks that apply to any health-services-grade system. Content is curated by a clinical advisory board including gynaecology, primary care and consumer representation.
The system is integrated with the broader Sandpit infrastructure — outcomes data feeds the configuration loop, so every report delivered helps refine the next.
Numbers below reflect verified delivery, not projections. EndoZone is the most mature configuration in the Sandpit's portfolio.
The system already had the intelligence. It just sat in the wrong place. Move it upstream — closer to where the decision actually gets made — and capacity expands without adding a single clinician.
Each Sandpit configuration applies the same four-operation decomposition to a different capacity problem. What stays constant is the method.
Bring it to the Sandpit. We'll diagnose where capacity is lost, configure what should change, and test it in a governed live setting before you commit at scale.