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San Francisco / United States · CITY × MARKET

Learning & work
in San Francisco.

Make digital confidence useful for everyday work and services. The City's 2019–2024 digital-equity plan explicitly treats connectivity, skills, and access as connected barriers.

Joshua ArmahFounder · Pheonix Startups
PUBLIC DESK RESEARCH
14 October 2026 · Edition 01
PHEONIX
RESEARCH

THE IMPACT ATLAS · EDITION 01

A closer look.
A copy to keep.

YOUR FULL REPORTLearning & work in San FranciscoJoshua Armah · Founder, Pheonix Startups

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SANTA MONICA, CA · LAUNCHING GLOBALLY

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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.

San Francisco Environment DepartmentSan Francisco Environment DepartmentSan Francisco Food Security Task ForceSan Francisco Department of Public HealthCity and County of San FranciscoCity and County of San FranciscoSan Francisco Treasurer and Tax CollectorSan Francisco Environment DepartmentSan Francisco Environment DepartmentUniversity of California, San Francisco
01 / THE EVIDENCE, DRAWN TO SCALE

One place. A wider context.

San Francisco context sits beside the global signal. Different geographies and units remain separate.

REPORTED OBSERVATION
1 in 8SHARE WITHIN THE SOURCE DEFINITION

Highlighted share · 8 units = the defined whole

Residents lacking high-speed home internet in the historical digital-equity baseline

2019 plan baseline; not a 2026 estimate
San Francisco residents

Historical 2019 digital-equity baseline; not a 2026 internet-access estimate.

City and County of San Francisco2019
SOURCE ESTIMATE
273mSCALE OF THE REPORTED QUANTITY

Each block = 10 million young people

children and young people out of school

2024 data; 2026 report
Global; school-age population

Out-of-school population estimate for 2024, published in 2026. It is distinct from unemployment or the global jobs gap.

UNESCO25 March 2026; 2024 population data

Visuals reproduce the cited signal, including its original scope. Rounded unit graphics are reading aids; the displayed figure and source definition govern the claim.

05 / FOLLOW THE SYSTEM

Where San Francisco can begin.

A proposed operating map for learning & work. Read the handoffs before choosing a product to build.

Learning
system
  1. 01

    Reach the learner

  2. 02

    Teach & support

  3. 03

    Demonstrate skills

  4. 04

    Match to opportunity

  5. 05

    Track durable outcomes

THE BUYER QUESTION

Community organisations, adult-learning providers, libraries, and employers funding accessible training.

THE EXPERIMENT

Offer short supported sessions in one existing community venue, with translated materials and a device-access check.

Read the complete value chain
  1. Reach the learner
  2. Teach and support
  3. Demonstrate skills
  4. Match to opportunity
  5. Track durable outcomes

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.

Learning & workSDG 4 · 5 · 8

Make digital confidence useful for everyday work and services. The City's 2019–2024 digital-equity plan explicitly treats connectivity, skills, and access as connected barriers.

RESEARCH HYPOTHESIS · TO VALIDATE LOCALLY

The opportunity

A proposed assisted-learning service could teach practical tasks such as completing a job application, recognising a suspicious message, or using a workplace tool. Validate present needs locally because the published baseline is historical.

03 / PROPOSED IMPACT FRAMEWORK

Make the benefit testable.

An impact claim should survive a difficult question. Design the measurement before you design the success story.

  1. 01

    Establish the baseline

    Start in San Francisco. Define the people, geography and existing service before measuring a change.

  2. 02

    Run a bounded pilot

    Use the proposed experiment above as a starting question. Agree the local scope, duration, comparison and safeguards before beginning.

  3. 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

    Independent task completion, confidence after thirty days, repeat use, and progression to an actual service or job opportunity.

Keep the counter-evidence.

Attendance and certificates are activity measures; assess accessibility and progression without requiring unnecessary identity or employment data.

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.

UNESCO’s 2026 monitoring report identifies 273 million children and young people out of school; the underlying global population estimate refers to 2024. The report stresses that national contexts shape both barriers and possible responses.UNESCO

The ILO’s January 2026 outlook projects a global jobs gap of 408 million in 2026 and describes persistent informal work and job-quality deficits. The jobs gap includes people wanting paid work and is broader than unemployment.International Labour Organization

Explore this market in all 12 cities
WHAT TO LEARN BEFORE BUILDING
  1. What can learners do afterwards that they could not do before?
  2. Who is least likely to finish, and why?
  3. Does the employer need a credential, a task capability, or both?

Follow the evidence.

Publication dates and geographic scope are shown for each source. Linked institutions are references, with no affiliation or endorsement implied.

  1. 01
    2026 Climate Action Plan: goals infographic

    San Francisco Environment Department · April 2026

    San Francisco; policy targets with different baseline years
  2. 02
    San Francisco's Climate Action Plan

    San Francisco Environment Department · 2026 plan; page accessed 2026-10-14

    San Francisco; seven sectors and 18 implementing departments/agencies
  3. 03
    Food Security Task Force: 2024 Recommendations

    San Francisco Food Security Task Force · 2024

    San Francisco; programme evidence and recommendations, including earlier data
  4. 04
    San Francisco Community Health Assessment 2024

    San Francisco Department of Public Health · April 2025; assessment labelled 2024

    San Francisco; quantitative data from multiple years and community input
  5. 05
    Digital Equity Strategic Plan 2019–2024

    City and County of San Francisco · 2019

    San Francisco; historical baseline and 2019–2024 strategy, not a current prevalence estimate
  6. 06
    Banking: Bank On San Francisco

    City and County of San Francisco · Undated; accessed 2026-10-14

    San Francisco; public service description
  7. 07
    San Francisco Financial Counseling

    San Francisco Treasurer and Tax Collector · Undated; accessed 2026-10-14

    People living, working, or receiving services in San Francisco
  8. 08
    Ensuring safe, accountable, and circular solutions for building products

    San Francisco Environment Department · Undated; describes 2021–2023 initiatives; accessed 2026-10-14

    San Francisco and explicitly regional Bay Area reuse initiatives
  9. 09
    Recycling and composting in San Francisco: FAQs

    San Francisco Environment Department · Undated; accessed 2026-10-14

    San Francisco residents, businesses, and property managers
  10. 10
    Innovation and Entrepreneurship

    University of California, San Francisco · Undated; accessed 2026-10-14

    UCSF scientific innovation programmes; eligibility varies
  11. 11
    More children out of school for the 7th year in a row, up to 273 million

    UNESCO · 25 March 2026; 2024 population data

    Global
  12. 12
    Employment and Social Trends 2026

    International Labour Organization · 14 January 2026; forecasts labelled

    Global labour markets
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