Compare the landscape
Problems and solution opportunities
Scores are editorial, ordinal comparisons—not measurements of importance, probability, or market size.
Ambient and household air pollution expose nearly everyone and drive major preventable mortality.
- Confidence
- Medium
- Freshness
- Review due
- Reviewed
- 2026-09-20
Premature mortalityAbout 7 million premature deaths annuallyAs of/reference: Annual estimate on page reviewed 2026 · World Health Organization
Population exposure99% breathe air exceeding WHO guideline limitsAs of/reference: WHO data on page reviewed 2026 · World Health Organization
Evidence, score, and limitations
Editorial rationale
Near-universal exposure and severe health effects outweigh uneven measurement and highly local sources.
Confidence: The WHO page is authoritative, but its displayed global estimates do not state one shared reference year.
Score dimensions
- Human severity5 / 5
- Scale / reach5 / 5
- Trajectory4 / 5
- Neglectedness3 / 5
- Tractability4 / 5
Evidence sources
- Air pollutionWorld Health Organization · publication/reference: Estimate year not stated; page reviewed 2026-09-20 · source reviewed: 2026-09-20
- Air pollutionWorld Health Organization · publication/reference: Estimate year not stated; page reviewed 2026-09-20 · source reviewed: 2026-09-20
Limitations and unknowns
- Attribution methods and the mix of household versus ambient exposure differ across settings.
Mapped solution opportunities Climate hazards increasingly threaten health through heat, disease, food, water, and disrupted care systems.
- Confidence
- Medium
- Freshness
- Review due
- Reviewed
- 2026-09-20
Susceptible population3.6 billion people live in areas highly susceptible to climate changeAs of/reference: WHO fact sheet reviewed 2026 · World Health Organization
Expected additional mortalityApproximately 250,000 additional deaths per year from selected causesAs of/reference: 2030–2050 projection · World Health Organization
Evidence, score, and limitations
Editorial rationale
Exposure is vast and worsening, while outcomes depend on uncertain emissions, adaptation, and local vulnerability pathways.
Confidence: WHO directly states the exposure estimate and bounded projection, but future outcomes depend on scenarios and adaptation.
Score dimensions
- Human severity5 / 5
- Scale / reach5 / 5
- Trajectory5 / 5
- Neglectedness3 / 5
- Tractability2 / 5
Limitations and unknowns
- The cited mortality projection covers selected causes rather than the full health burden and is scenario-dependent.
Mapped solution opportunities Hunger persists while healthy diets remain unaffordable for a much larger population.
- Confidence
- High
- Freshness
- Review due
- Reviewed
- 2026-09-20
HungerAbout 733 million people faced hungerAs of/reference: 2023 · Food and Agriculture Organization of the United Nations
Healthy-diet affordabilityMore than 2.8 billion people could not afford a healthy dietAs of/reference: 2022 · Food and Agriculture Organization of the United Nations
Evidence, score, and limitations
Editorial rationale
The food-access gap is enormous and crisis-sensitive, with intertwined production, distribution, income, and affordability causes.
Confidence: FAO's SOFI release states both estimates, their years, and the multi-agency reporting context.
Score dimensions
- Human severity5 / 5
- Scale / reach5 / 5
- Trajectory4 / 5
- Neglectedness4 / 5
- Tractability3 / 5
Limitations and unknowns
- Food insecurity changes with prices and conflict, and global totals do not identify the best local intervention.
Mapped solution opportunities Chronic diseases dominate global mortality and impose long-duration care needs.
- Confidence
- High
- Freshness
- Current
- Reviewed
- 2026-09-20
Global mortalityAt least 43 million deaths, equal to 75% of non-pandemic-related deathsAs of/reference: 2021 · World Health Organization
Evidence, score, and limitations
Editorial rationale
The mortality burden is exceptionally large, while prevention and care delivery make part of the burden tractable.
Confidence: WHO provides a direct global fact sheet with definitions and a 2021 reference year.
Score dimensions
- Human severity5 / 5
- Scale / reach5 / 5
- Trajectory4 / 5
- Neglectedness3 / 5
- Tractability4 / 5
Limitations and unknowns
- Disease mix, exposure, diagnosis, and care access vary substantially by country and income.
Mapped solution opportunities Urbanization and affordability pressures create a vast need for adequate, accessible housing.
- Confidence
- Medium
- Freshness
- Review due
- Reviewed
- 2026-09-20
Adequate housing need3 billion people will need adequate housing by 2030—equivalent to 96,000 affordable and accessible units per dayAs of/reference: 2030 estimate · United Nations Human Settlements Programme
Evidence, score, and limitations
Editorial rationale
Housing affects health, safety, and opportunity, while the headline need estimate combines varied local shortages and standards.
Confidence: UN-Habitat states the estimate directly, but the page does not publish a detailed model or one recent publication date for it.
Score dimensions
- Human severity4 / 5
- Scale / reach5 / 5
- Trajectory5 / 5
- Neglectedness3 / 5
- Tractability3 / 5
Evidence sources
- HousingUnited Nations Human Settlements Programme · publication/reference: 2030 need estimate; publication date not stated · source reviewed: 2026-09-20
Limitations and unknowns
- Definitions, land constraints, tenure, affordability, and unit quality differ sharply across locations.
Mapped solution opportunities Hundreds of millions live below the World Bank's global extreme-poverty line.
- Confidence
- Medium
- Freshness
- Current
- Reviewed
- 2026-09-20
Extreme-poverty countAround 831 million people lived below $3.00 per day in 2021 PPP termsAs of/reference: World Bank current methodology reviewed 2026 · World Bank Group
Evidence, score, and limitations
Editorial rationale
Poverty compounds health, education, housing, and resilience constraints, but a global threshold cannot express every deprivation.
Confidence: The World Bank directly reports the count and methodology, but poverty estimates are revised as surveys and PPP methods change.
Score dimensions
- Human severity5 / 5
- Scale / reach4 / 5
- Trajectory4 / 5
- Neglectedness4 / 5
- Tractability3 / 5
Evidence sources
- Poverty overviewWorld Bank Group · publication/reference: Fall 2025 update; 2021 PPP methodology · source reviewed: 2026-09-20
Limitations and unknowns
- Survey gaps, purchasing-power revisions, and non-income deprivation limit any single global threshold.
Mapped solution opportunities A majority of children in low- and middle-income countries cannot read and understand a simple text by age ten.
- Confidence
- Medium
- Freshness
- Review due
- Reviewed
- 2026-09-20
Learning poverty70% of 10-year-olds in low- and middle-income countries could not read and understand a simple textAs of/reference: 2022 update · World Bank Group
Evidence, score, and limitations
Editorial rationale
Foundational learning shapes later opportunity, but measurement coverage and pandemic-era disruption add uncertainty.
Confidence: The World Bank links the 2022 update directly, while cross-country assessment coverage and comparability remain material limitations.
Score dimensions
- Human severity4 / 5
- Scale / reach5 / 5
- Trajectory4 / 5
- Neglectedness4 / 5
- Tractability4 / 5
Evidence sources
- What is Learning Poverty?World Bank Group · publication/reference: 2021-04-28; metric from 2022 update · source reviewed: 2026-09-20
Limitations and unknowns
- Assessment coverage is incomplete, and one literacy threshold does not represent the full quality of education.
Mapped solution opportunities Billions still lack drinking water that is on premises, available when needed, and free from contamination.
- Confidence
- High
- Freshness
- Review due
- Reviewed
- 2026-09-20
Safely managed service gap2.2 billion people lacked safely managed drinking-water servicesAs of/reference: 2022 · World Health Organization
Evidence, score, and limitations
Editorial rationale
The affected population is vast and the service definition is concrete, while infrastructure delivery remains context-specific.
Confidence: WHO states the service definition, global count, and 2022 reference year directly.
Score dimensions
- Human severity5 / 5
- Scale / reach5 / 5
- Trajectory3 / 5
- Neglectedness4 / 5
- Tractability4 / 5
Evidence sources
- Drinking-waterWorld Health Organization · publication/reference: 2023-09-13 · source reviewed: 2026-09-20
Limitations and unknowns
- National figures can conceal reliability, affordability, and water-quality differences within communities.
Mapped solution opportunities Large populations lack basic sanitation, with severe health and dignity consequences.
- Confidence
- High
- Freshness
- Review due
- Reviewed
- 2026-09-20
Basic sanitation gapMore than 1.5 billion people lacked basic sanitation; 419 million practiced open defecationAs of/reference: 2022 · World Health Organization
Evidence, score, and limitations
Editorial rationale
The need is widespread and consequential, and delivery requires both infrastructure and sustained service operations.
Confidence: WHO supplies directly stated global counts and definitions for 2022.
Score dimensions
- Human severity5 / 5
- Scale / reach4 / 5
- Trajectory3 / 5
- Neglectedness4 / 5
- Tractability4 / 5
Evidence sources
- SanitationWorld Health Organization · publication/reference: 2024-03-22 · source reviewed: 2026-09-20
Limitations and unknowns
- A toilet count alone does not measure safe containment, treatment, maintenance, or equitable access.
Mapped solution opportunities Rapid population ageing increases demand for healthy-ageing systems, care, accessibility, and social participation.
- Confidence
- High
- Freshness
- Current
- Reviewed
- 2026-09-20
Population shift1 in 6 people globally will be aged 60 years or overAs of/reference: 2030 projection · World Health Organization
Evidence, score, and limitations
Editorial rationale
The demographic shift is highly certain and global, though ageing is not itself a problem and outcomes depend on system design.
Confidence: WHO provides a recent direct fact sheet and a clearly dated demographic projection.
Score dimensions
- Human severity3 / 5
- Scale / reach5 / 5
- Trajectory5 / 5
- Neglectedness3 / 5
- Tractability4 / 5
Evidence sources
- Ageing and healthWorld Health Organization · publication/reference: 2025-10-01 · source reviewed: 2026-09-20
Limitations and unknowns
- The relevant gap is healthy ageing and support capacity, not age; needs vary by health, wealth, family structure, and place.
Mapped solution opportunities Expand tools, services, and workforce capacity that support autonomy and healthy ageing.
- Confidence
- High
- Freshness
- Current
- Reviewed
- 2026-09-20
Need signal—not market size1 in 6 people globally will be aged 60 years or over by 2030As of/reference: 2030 projection · World Health Organization
Evidence, score, and limitations
Editorial rationale
Demographic change makes capacity needs durable, but demand, payment, care quality, and workforce constraints differ widely.
Confidence: WHO provides a current demographic projection; the score is an editorial view of a diverse solution domain.
Score dimensions
- Addressable need5 / 5
- Intervention evidence4 / 5
- Delivery readiness4 / 5
- Adoption momentum5 / 5
- Capital accessibility4 / 5
Evidence sources
- Ageing and healthWorld Health Organization · publication/reference: 2025-10-01 · source reviewed: 2026-09-20
Limitations and unknowns
- Age is not a proxy for disability; preferences, informal care, regulation, reimbursement, and workforce needs vary.
Problems this could address Improve prevention, early detection, continuity, and access for long-duration conditions.
- Confidence
- High
- Freshness
- Current
- Reviewed
- 2026-09-20
Need signal—not market sizeAt least 43 million NCD deaths in 2021As of/reference: 2021 · World Health Organization
Evidence, score, and limitations
Editorial rationale
The need is enormous and care pathways are established, but delivery economics and access vary by health system.
Confidence: The need signal is direct WHO evidence; the opportunity score is an editorial comparison of the solution domain.
Score dimensions
- Addressable need5 / 5
- Intervention evidence5 / 5
- Delivery readiness4 / 5
- Adoption momentum4 / 5
- Capital accessibility4 / 5
Limitations and unknowns
- This index does not estimate revenue, reimbursement, adoption, or effectiveness for any specific intervention.
Problems this could address Lower the cost and increase the pace, accessibility, and resilience of adequate housing.
- Confidence
- Medium
- Freshness
- Review due
- Reviewed
- 2026-09-20
Need signal—not market sizeUN-Habitat estimates demand equivalent to 96,000 affordable and accessible units per day through 2030As of/reference: 2030 estimate · United Nations Human Settlements Programme
Evidence, score, and limitations
Editorial rationale
The need is vast and tangible, while land, finance, permitting, infrastructure, and household affordability bind locally.
Confidence: UN-Habitat establishes the need estimate; it is not a revenue forecast and local feasibility varies.
Score dimensions
- Addressable need5 / 5
- Intervention evidence4 / 5
- Delivery readiness4 / 5
- Adoption momentum4 / 5
- Capital accessibility4 / 5
Evidence sources
- HousingUnited Nations Human Settlements Programme · publication/reference: 2030 need estimate; publication date not stated · source reviewed: 2026-09-20
Limitations and unknowns
- Unit delivery can fail affordability, location, tenure security, accessibility, or quality goals even when supply rises.
Problems this could address Measure harmful air and reduce exposure through monitoring, filtration, and targeted controls.
- Confidence
- Medium
- Freshness
- Review due
- Reviewed
- 2026-09-20
Need signal—not market size99% of people breathe air exceeding WHO guideline limitsAs of/reference: WHO data on page reviewed 2026 · World Health Organization
Evidence, score, and limitations
Measurement can guide action and localized exposure reduction, while monitoring alone does not remove pollution sources.
Confidence: WHO provides the global exposure signal; effectiveness depends on whether tools lead to source reduction or protection.
- Addressable need5 / 5
- Intervention evidence4 / 5
- Delivery readiness4 / 5
- Adoption momentum4 / 5
- Capital accessibility4 / 5
- Air pollutionWorld Health Organization · publication/reference: Estimate year not stated; page reviewed 2026-09-20 · source reviewed: 2026-09-20
- Sensor quality, maintenance, representativeness, and the path from information to reduced exposure vary.
Problems this could address Replace high-emission energy and cooking sources with cleaner, reliable alternatives.
- Confidence
- Medium
- Freshness
- Review due
- Reviewed
- 2026-09-20
Need signal—not market sizeAbout 7 million premature deaths annually are associated with ambient and household air pollutionAs of/reference: Annual estimate on page reviewed 2026 · World Health Organization
Evidence, score, and limitations
Editorial rationale
The domain addresses both health exposure and climate drivers, but affordability and infrastructure constrain deployment.
Confidence: WHO establishes the pollution burden; this broad opportunity spans technologies and policy contexts.
Score dimensions
- Addressable need5 / 5
- Intervention evidence4 / 5
- Delivery readiness4 / 5
- Adoption momentum4 / 5
- Capital accessibility4 / 5
Evidence sources
- Air pollutionWorld Health Organization · publication/reference: Estimate year not stated; page reviewed 2026-09-20 · source reviewed: 2026-09-20
Limitations and unknowns
- Fuel stacking, grid reliability, household behavior, and life-cycle emissions complicate outcome measurement.
Problems this could address Expand safe containment, collection, treatment, hygiene, and resource recovery.
- Confidence
- High
- Freshness
- Review due
- Reviewed
- 2026-09-20
Need signal—not market sizeMore than 1.5 billion people lacked basic sanitation in 2022As of/reference: 2022 · World Health Organization
Evidence, score, and limitations
Editorial rationale
The need is severe and service outcomes are measurable, but infrastructure without safe operations can fail.
Confidence: WHO provides a direct need metric; the opportunity remains a broad delivery domain rather than a sized market.
Score dimensions
- Addressable need5 / 5
- Intervention evidence5 / 5
- Delivery readiness4 / 5
- Adoption momentum3 / 5
- Capital accessibility3 / 5
Evidence sources
- SanitationWorld Health Organization · publication/reference: 2024-03-22 · source reviewed: 2026-09-20
Limitations and unknowns
- Usage, emptying, treatment, worker safety, and affordability must be evaluated across the full service chain.
Problems this could address Improve access to useful financial services and delivery of income protection during shocks.
- Confidence
- Medium
- Freshness
- Current
- Reviewed
- 2026-09-20
Need signal—not market sizeAround 831 million people live below $3.00 per day in 2021 PPP termsAs of/reference: World Bank current methodology reviewed 2026 · World Bank Group
Evidence, score, and limitations
Editorial rationale
The poverty and food-affordability needs are large, but access, consumer protection, fiscal capacity, and impact vary.
Confidence: The World Bank establishes the poverty need; the opportunity contains both public and private delivery models.
Score dimensions
- Addressable need5 / 5
- Intervention evidence4 / 5
- Delivery readiness4 / 5
- Adoption momentum4 / 5
- Capital accessibility4 / 5
Evidence sources
- Poverty overviewWorld Bank Group · publication/reference: Fall 2025 update; 2021 PPP methodology · source reviewed: 2026-09-20
Limitations and unknowns
- Account access is not the same as welfare gain; fees, debt, fraud, targeting, and exclusion require scrutiny.
Problems this could address Help teachers and systems improve early literacy through instruction, assessment, and access tools.
- Confidence
- Medium
- Freshness
- Review due
- Reviewed
- 2026-09-20
Need signal—not market size70% of 10-year-olds in low- and middle-income countries were in learning povertyAs of/reference: 2022 update · World Bank Group
Evidence, score, and limitations
The learning gap is enormous and measurable, while tools succeed only when integrated into capable education systems.
Confidence: The World Bank establishes the learning gap; implementation evidence must be evaluated for each pedagogy and context.
- Addressable need5 / 5
- Intervention evidence4 / 5
- Delivery readiness4 / 5
- Adoption momentum4 / 5
- Capital accessibility4 / 5
- What is Learning Poverty?World Bank Group · publication/reference: 2021-04-28; metric from 2022 update · source reviewed: 2026-09-20
- Technology access, language, teacher workload, curriculum fit, and sustained learning gains vary substantially.
Problems this could address Extend reliable, affordable treatment, delivery, monitoring, and reuse systems.
- Confidence
- High
- Freshness
- Review due
- Reviewed
- 2026-09-20
Need signal—not market size2.2 billion people lacked safely managed drinking-water services in 2022As of/reference: 2022 · World Health Organization
Evidence, score, and limitations
Editorial rationale
The service gap is clearly defined and core approaches are known, but long-term operations and local water conditions matter.
Confidence: WHO supplies a direct, defined need metric; the score compares the domain rather than a particular business model.
Score dimensions
- Addressable need5 / 5
- Intervention evidence5 / 5
- Delivery readiness4 / 5
- Adoption momentum4 / 5
- Capital accessibility3 / 5
Evidence sources
- Drinking-waterWorld Health Organization · publication/reference: 2023-09-13 · source reviewed: 2026-09-20
Limitations and unknowns
- Capital cost, tariffs, source quality, maintenance capacity, and governance determine durable access.
Problems this could address Adapt essential systems to withstand heat, flood, drought, disease, and other climate hazards.
- Confidence
- Medium
- Freshness
- Review due
- Reviewed
- 2026-09-20
Need signal—not market size3.6 billion people live in areas highly susceptible to climate changeAs of/reference: WHO fact sheet reviewed 2026 · World Health Organization
Evidence, score, and limitations
Editorial rationale
The opportunity cuts across multiple essential systems, but it is broad and benefits depend on local hazard and vulnerability data.
Confidence: WHO establishes broad exposure; resilience priorities and avoided losses must be assessed locally.
Score dimensions
- Addressable need5 / 5
- Intervention evidence4 / 5
- Delivery readiness3 / 5
- Adoption momentum4 / 5
- Capital accessibility3 / 5
Limitations and unknowns
- Hazard projections, adaptation quality, maintenance, maladaptation, and distributional effects remain uncertain.
Problems this could address Improve productive resilience, distribution, affordability, and reduction of food loss.
- Confidence
- Medium
- Freshness
- Review due
- Reviewed
- 2026-09-20
Need signal—not market sizeMore than 2.8 billion people could not afford a healthy diet in 2022As of/reference: 2022 · Food and Agriculture Organization of the United Nations
Evidence, score, and limitations
Editorial rationale
The need spans billions, while causes and viable interventions differ across production, trade, income, and crisis contexts.
Confidence: FAO directly states the affordability gap; this solution domain combines distinct interventions with different evidence.
Score dimensions
- Addressable need5 / 5
- Intervention evidence4 / 5
- Delivery readiness3 / 5
- Adoption momentum4 / 5
- Capital accessibility4 / 5
Limitations and unknowns
- More supply does not automatically improve affordability, nutrition, farmer income, or climate resilience.
Problems this could address Reduce chronic-disease and pollution exposure through healthier transport, buildings, and public environments.
- Confidence
- Medium
- Freshness
- Current
- Reviewed
- 2026-09-20
Need signal—not market size75% of non-pandemic-related deaths were from NCDs in 2021As of/reference: 2021 · World Health Organization
Evidence, score, and limitations
Editorial rationale
The domain can address multiple risk pathways, but benefits and implementation authority are distributed across sectors.
Confidence: WHO establishes the health need; the cross-sector solution framing is editorial and context-dependent.
Score dimensions
- Addressable need5 / 5
- Intervention evidence4 / 5
- Delivery readiness3 / 5
- Adoption momentum3 / 5
- Capital accessibility3 / 5
Limitations and unknowns
- Causal contribution, governance, financing, and equity outcomes depend on the local intervention and environment.
Problems this could address Connect people to reliable infrastructure, skills pathways, and productive work.
- Confidence
- Medium
- Freshness
- Current
- Reviewed
- 2026-09-20
Need signal—not market sizeAround 831 million people live in extreme povertyAs of/reference: World Bank current methodology reviewed 2026 · World Bank Group
Evidence, score, and limitations
Editorial rationale
The domain targets structural routes out of poverty, but outcomes are slow, place-dependent, and difficult to attribute.
Confidence: The poverty need is directly sourced; the broad causal path from infrastructure or skills to durable income is context-specific.
Score dimensions
- Addressable need5 / 5
- Intervention evidence3 / 5
- Delivery readiness3 / 5
- Adoption momentum3 / 5
- Capital accessibility3 / 5
Evidence sources
- Poverty overviewWorld Bank Group · publication/reference: Fall 2025 update; 2021 PPP methodology · source reviewed: 2026-09-20
Limitations and unknowns
- Job quality, displacement, geographic matching, local demand, and distribution of gains require separate evaluation.
Problems this could address