AI Disruption

This section asks a narrower question: is AI showing up in the U.S. macro data yet?

It does not measure AI adoption directly. Instead, it follows a clear set of FRED-based proxy indicators: AI-related capital buildout, weakening in white-collar labor markets, productivity gains that are not translating into payroll growth, household capacity to absorb strain, and signs of credit-market stress.

The purpose is to track when these indicators begin to move together in a way that matters economically. The issue is not just whether AI investment is rising, but whether it is coinciding with labor-market displacement and broader macro pressure that could affect growth, consumer spending, and financial conditions.

AI-sensitive pressure is emerging, but it is not yet broad enough to call a destabilizing macro break. The composite is 48.5.

48.49 Score

183 day(s) Freshness

Replacement without breakage Regime

2026-04-03 As Of

Score Tree

This view shows how the headline AI disruption score breaks into the two parent composites and then into the five underlying study buckets.

Top Drivers

Driver	Source Study	Score	Composite Impact
Private fixed investment in intellectual property products	Replacement Pressure Index	72.68	43.61
Professional and business services hires	Replacement Pressure Index	69.82	41.89
Information processing equipment momentum	Replacement Pressure Index	67.59	40.56
Semiconductor industrial production	Replacement Pressure Index	58.18	34.91
Initial unemployment claims	Replacement Pressure Index	56.55	33.93

This dashboard is an AI-sensitive proxy monitor. It tracks whether AI-enabling buildout, labor softness, household strain, and credit fragility are lining up in a macro-relevant way.

Study State Matrix

This denser panel keeps every AI study on one 0-100 scale and shows the internal component mix driving each score.

Study Index

AI Buildout

Indicator Study | Emerging | As of 2026-02-06 | Freshness 60d

AI Buildout is 'emerging' with a composite score of 47.1. The hottest components are Software and compute capex 59.4, Semiconductor supply tightness 40.6.

Credit Fragility

Indicator Study | Emerging | As of 2026-04-03 | Freshness 2d

Credit Fragility is 'emerging' with a composite score of 48.5. The hottest components are Consumer credit strain 59.9, Financing tightness 47.3.

Household Absorption

Indicator Study | Active | As of 2026-02-06 | Freshness 60d

Household Absorption is 'active' with a composite score of 61.5. The hottest components are Debt-service pressure 71.4, Income strain 59.0.

Productivity-Payroll Gap

Indicator Study | Active | As of 2025-10-03 | Freshness 183d

Productivity-Payroll Gap is 'active' with a composite score of 52.9. The hottest components are Productivity acceleration 57.0, Hours-output decoupling 52.3.

White-Collar Labor

Indicator Study | Active | As of 2026-03-27 | Freshness 12d

White-Collar Labor is 'active' with a composite score of 52.1. The hottest components are Hiring deterioration 58.2, Claims spillover 56.0.

Absorption Fragility Index

Composite Study | Emerging | As of 2026-04-03 | Freshness 60d

Absorption Fragility Index is 'emerging' with a score of 48.5. Child studies are contributing as follows: Household Absorption 61.5, Credit Fragility 48.5.

Replacement Pressure Index

Composite Study | Active | As of 2026-03-27 | Freshness 183d

Replacement Pressure Index is 'active' with a score of 52.1. Child studies are contributing as follows: AI Buildout 47.1, White-Collar Labor 52.1, Productivity-Payroll Gap 52.9.

AI Disruption Composite

Composite Study | Emerging | As of 2026-04-03 | Freshness 183d

AI disruption is 'emerging' on the dashboard this week. Replacement pressure scores 52.1, fragility scores 48.5, and the blended composite is 48.5.

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Coverage: United States only. Mixed-frequency FRED data is aligned to a weekly Friday panel and freshness is shown explicitly.