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New York / United States · CITY × MARKET

Learning & work
in New York.

Connect training to an employer's real job requirements. Workforce1 already offers career help, job referrals, and access to free training across the boroughs.

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 New YorkJoshua Armah · Founder, Pheonix Startups

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THE PLACE BEHIND THE OPPORTUNITY

Our editorial thesis: start with a specific institutional workflow and a neighbourhood outcome. New York offers identifiable operators and policy-driven problems, but neither regulatory urgency nor metropolitan scale guarantees a paying customer.

New York's buildings agenda provides a concrete discovery starting point: Local Law 97 covers most buildings over 25,000 square feet, with emissions limits beginning in 2024 and stricter limits in 2030. Coverage includes additional multi-building rules and exceptions, so the headline threshold cannot determine an individual property's obligations. Work with qualified professionals and distinguish compliance calculations from actual savings or completed retrofits.

New York City Department of BuildingsNew York City Mayor's Office of Food PolicyNew York City Department of Health and Mental HygieneNew York City Department of Health and Mental HygieneACCESS NYC / Department of Consumer and Worker ProtectionNew York City Department of Small Business ServicesCity University of New YorkNew York City Economic Development CorporationNew York City Department of SanitationNew York City Department of Sanitation
01 / THE EVIDENCE, DRAWN TO SCALE

One place. A wider context.

New York context sits beside the global signal. Different geographies and units remain separate.

POLICY / FRAMEWORK
>25,000 ft²SCALE OF THE REPORTED QUANTITY

Each block = 5,000 square feet

Headline building-size threshold for most Local Law 97 coverage; other coverage rules and exceptions apply

Limits from 2024; tighter in 2030
New York City covered buildings

Headline size threshold for most Local Law 97 coverage; other rules and exceptions apply.

New York City Department of BuildingsUndated current guidance; accessed 2026-10-14
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 New York 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

Training providers and employers recruiting for clearly specified roles; explore institutional payment before learner charges.

THE EXPERIMENT

Recruit one employer and one provider, agree a skills rubric, and support a small cohort through interviews and ninety-day retention.

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

Connect training to an employer's real job requirements. Workforce1 already offers career help, job referrals, and access to free training across the boroughs.

RESEARCH HYPOTHESIS · TO VALIDATE LOCALLY

The opportunity

A proposed employer-and-provider coordination service could make entry requirements, shift patterns, travel, and support needs visible before someone starts a course. Retrofit maintenance is one possible discovery segment, not an assumed hiring shortage.

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 New York. 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

    Paid placements, retention, wages, predictable hours, and learner-reported value, alongside course completion.

Keep the counter-evidence.

Do not equate enrolment with employment or advertise jobs without employer commitments; account for language and disability access.

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
    Local Law 97 Greenhouse Gas Emissions Reduction

    New York City Department of Buildings · Undated current guidance; accessed 2026-10-14

    New York City; building-specific coverage rules apply
  2. 02
    NYC Food and Climate Strategy

    New York City Mayor's Office of Food Policy · Undated strategy page; accessed 2026-10-14

    New York City; policy goals, not measured market demand
  3. 03
    2023 Annual Vital Statistics: life expectancy and persistent racial inequities

    New York City Department of Health and Mental Hygiene · 2025-12-30

    New York City residents; finalised 2023 data, distinct from provisional 2024 data
  4. 04
    HealthyNYC 2025 Impact Report

    New York City Department of Health and Mental Hygiene · 2025 edition

    New York City population-health agenda; includes provisional 2024 data
  5. 05
    NYC Financial Empowerment Centers

    ACCESS NYC / Department of Consumer and Worker Protection · Undated; accessed 2026-10-14

    Adults living or working in New York City
  6. 06
    Workforce1: services to help adults prepare for and find jobs

    New York City Department of Small Business Services · Undated; accessed 2026-10-14

    New York City; programme eligibility applies
  7. 07
    CUNY Climate Consortium

    City University of New York · Undated; accessed 2026-10-14

    CUNY research, education, workforce, and coastal-community activity
  8. 08
    Pilots at BAT

    New York City Economic Development Corporation · Undated; accessed 2026-10-14

    Brooklyn Army Terminal demonstration environment; selection required
  9. 09
    Curbside Composting

    New York City Department of Sanitation · Undated; accessed 2026-10-14

    New York City residential service and separation requirements
  10. 10
    donateNYC

    New York City Department of Sanitation · Undated; accessed 2026-10-14

    New York City reuse and donation resources
  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
Continue with all six markets in New York

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