MARKET 03 / GLOBAL EVIDENCE + LOCAL CONTEXT
Improve access and continuity of care without adding cost, clinical risk, or work for patients.
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THE MARKET THESIS
This is the quantity reported by the cited institution. It is context for a question, rather than a forecast of startup revenue.
Each block = 200 million people
2023 data; 2025 report
Global; coverage estimate
Essential health-service access estimate for 2023, reported in 2025. This is not a count of Pheonix users or a city population estimate.
WHO / World Bank6 December 2025; coverage data 2023Visuals reproduce the cited signal, including its original scope. Rounded unit graphics are reading aids; the displayed figure and source definition govern the claim.
WHO and the World Bank’s 2025 monitoring report estimates that 4.6 billion people lacked essential health-service access in 2023. Financial hardship estimates refer to 2022; publication year does not make either indicator a 2025 observation.WHO / World Bank
WHO’s health-AI regulatory considerations emphasise safety, effectiveness, data quality and lifecycle oversight. A workflow improvement does not establish that an algorithm is clinically safe or approved for a diagnostic use.World Health Organization
A proposed operating map for health & care. Read the handoffs before choosing a product to build.
Clinics, hospitals, insurers, public health systems and employers. Confirm the licensed clinical partner, data controller, reimbursement route and budget holder before building a patient-facing intervention.
Begin with a bounded non-diagnostic workflow, a clinical owner, consent and appropriate local approvals. Compare completed follow-ups and staff effort with the existing process, and monitor whether difficult-to-reach patients are being excluded.
Editorial system map derived from the research brief. The sequence is a framework for discovery, with no claim that a Pheonix programme, customer or pilot is operating.
An impact claim should survive a difficult question. Design the measurement before you design the success story.
Define the people, geography, existing service and time period. Record the full cost before the intervention.
Use the proposed experiment above as a starting question. Agree the local scope, duration, comparison and safeguards before beginning.
Ask what would have happened otherwise. Compare like with like and record how much uncertainty remains.
Completed appointments or referrals, not messages sent
Patient cost and time to appropriate care
Clinician workload and safety incidents
Outcomes broken down by relevant access barriers
Check who is left out, what the intervention costs and which negative effects would invalidate the claim. Involve the people expected to benefit.
Proposed measurement pathway. No baseline, pilot result, participant count or achieved impact is being reported in this diagram.
WATCH THE TRADEOFF
Clinical claims require evidence appropriate to the intended use.
Sensitive data creates duties beyond ordinary analytics.
Optimising for easy patients can make an apparent success less equitable.
Publication dates and geographic scope are shown for each source. Linked institutions are references, with no affiliation or endorsement implied.
WHO / World Bank · 6 December 2025; coverage data 2023
GlobalWorld Health Organization · 19 October 2023
Global regulatory considerations; non-binding overview; local law appliesThe national health survey points to infrastructure readiness and referral information transfer as operational issues. Accra-specific facility baselines are needed before generalising those findings to the city.
Proposed wedge: simplify one diagnostic or referral workflow without shifting clinical risk onto patients.
NABIDH already exchanges health information across Dubai facilities. The opportunity is therefore to improve a specific care or administrative workflow around authorised systems, rather than create another disconnected patient record.
Existing insurance benefits provide a more grounded starting point than inventing a separate access model. The published ILERA EKO seniors package includes chronic-disease screening, treatment and follow-up, with defined limits.
Proposed wedge: reduce missed handoffs in community care with tools clinicians can adopt inside existing workflows.
Reduce unequal access to prevention and follow-up. The State of London health chapter shows substantial borough differences in healthy life expectancy and premature cardiovascular mortality.
National primary-care networks are intended to coordinate facilities, community outreach and referrals. Nairobi-specific workflow research can identify where people fail to complete the next step in an existing care pathway.
Measure access and prevention below the city average. Finalised 2023 statistics report 78.3 years of life expectancy for Black New Yorkers versus 83.3 for white New Yorkers.
Reduce the administrative distance between referral and care. The health assessment documents fragmented services and access barriers reported by residents with disabilities and special healthcare needs.
Support continuity through the UBS primary-care system. Municipal guidance identifies UBS services as an entry point to SUS, including chronic-condition follow-up and preventive care.
Proposed wedge: support ageing in the community by making care coordination easier for both workers and older people.
Proposed wedge: reduce incomplete care handoffs through standards-based information exchange and human accountability.
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