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.
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THE PLACE BEHIND THE OPPORTUNITY
Our editorial thesis: the strongest local impact ventures will connect climate implementation and public-service delivery to measurable household benefits, rather than assume a successful software product automatically produces an equitable city.
San Francisco's Environment Department identifies a 2026 Climate Action Plan with seven sectors and implementation across 18 departments and agencies. That is an implementation agenda, not a market-size estimate. Ask which building owner, contractor, community organisation, or agency has an operational bottleneck and a purchasing route. Treat the city and the wider Bay Area as different territories: a regional construction partnership or university network does not establish citywide demand.
Visuals reproduce the cited signal, including its original scope. Rounded unit graphics are reading aids; the displayed figure and source definition govern the claim.
03 / FOLLOW THE SYSTEM
Where San Francisco can begin.
A proposed operating map for health & care. Read the handoffs before choosing a product to build.
Health system
01
Find & afford care
02
Navigate & schedule
03
Treat safely
04
Coordinate follow-up
05
Reimburse & evaluate
THE BUYER QUESTION
Community clinics, care-navigation teams, and healthcare organisations with a funded access-improvement programme.
THE EXPERIMENT
Follow one referral pathway with clinic approval, recording each handoff and why appointments fail to happen.
Read the complete value chain
Find and afford care
Navigate and schedule
Deliver safe treatment
Coordinate follow-up
Reimburse and evaluate
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.
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.
RESEARCH HYPOTHESIS · TO VALIDATE LOCALLY
The opportunity
A clinic-facing navigation workflow could combine multilingual reminders, transport checks, and a human escalation queue. Begin with scheduling and follow-through, where outcomes can be observed without claiming to diagnose patients.
An impact claim should survive a difficult question. Design the measurement before you design the success story.
01
Establish the baseline
Start in San Francisco. Define the people, geography and existing service before measuring a change.
02
Run a bounded pilot
Use the proposed experiment above as a starting question. Agree the local scope, duration, comparison and safeguards before beginning.
03
Compare the outcome
Ask what would have happened otherwise. Compare like with like and record how much uncertainty remains.
WHAT TO MEASURE
The outcome ledger
LOCAL OUTCOME MEASURE
Referral-to-appointment time, completed visits, patient-reported burden, and staff minutes per completed referral.
↳
Keep the counter-evidence.
Minimise patient data, preserve clinical oversight, and measure whether an apparent efficiency gain merely moves unpaid work onto patients.
Proposed measurement pathway. No baseline, pilot result, participant count or achieved impact is being reported in this diagram.
PUT IT IN PERSPECTIVE
The global market context.
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
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