Intelligence Papers
Thematic long-form research — sector disruptions, infrastructure-workforce coupling, and leading-indicator analysis.
Thematic long-form; published as research completes. Directional, banded reads — not forecasts. Every record carries a document ID, methodology version, and disclosed source families.
Where AI Data-Center Construction Is Concentrating
A data center is a construction project long before it is a cloud region. S.
Which State Grids Can Absorb New Load
Grid readiness is the gating constraint that turns a deep interconnection queue into electrical-labor demand. S.
Power Build-Out as a Labor Leading Indicator
Every megawatt is a construction job before it is a kilowatt. 6 GW of new electricity generation in active planning across 2,261 projects (EIA-860M, April 2026 snapshot), and about three-quarters of it is scheduled to energize by 2028 —…
Building Permits as a Labor Leading Indicator
~336K residential units in Q1 2026 — Census permit authorizations as a leading indicator of labor demand.
Infrastructure Investment → Workforce
~43K classified federal awards · ~$41.6B obligated — reading federal investment as a labor leading indicator.
Construction Hiring Demand Signal
1.35M U.S. job postings classified by segment — where construction hiring demand concentrates nationally.
Construction Role Demand
~130K classified postings by execution role and trade — which seats are hardest to fill across segments.
Contractor Workforce-Pressure Concentration
Banded composite pressure across ~4,200 federal-award-linked contractors — award-driven demand clusters.
Construction Supply–Demand Balance
Hiring demand vs. licensed contractor supply — where markets are relatively tight or slack.
Construction Labor Supply
1.8M contractor-license records across ten states — a supply-side census of the licensed contractor base.
Construction Talent Flow
How construction talent moves between industries — a comparatively closed labor market.
AI Infrastructure Expansion and the Workforce Pressure Cascade
Concurrent AI compute, data-center, and grid build-out — structural workforce dynamics standard analytics undertrack.
AI Infrastructure and the Construction Workforce Disruption
Hyperscale data-center construction concentrating pressure in electrical, mechanical, and project-leadership pools.
Journeyman Shortage and the 5-Year Apprenticeship Gap
IBEW/NECA Joint Apprenticeship Training Committee programs require five years to credential a journeyman wireman — a clock that no amount of demand acceleration can compress. The current wave of hyperscale data center, semiconductor fab,…