Data Sources

Source Register and Stated Limitations

Every external figure used anywhere in this platform appears below with its publisher, base year, methodology, access date and the limitations that constrain how it may be used. Where published categories overlap, the overlap is disclosed rather than absorbed.

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Published

US Maintenance, Repair and Operations market

US$93.17B (2025) → US$101.71B (2030), CAGR 1.77%

Publisher

Publisher: Research and Markets summary of Mordor Intelligence research
Base year and forecast: 2025 → 2030 · published 2025 · accessed 2026-08-02
Methodology: Category sizing of US maintenance, repair and operations expenditure including parts, consumables, services and labour-related spend.
Limitations: Broad MRO economy, not software expenditure. Used only as context for activity scale and never as software TAM.

Published

US Enterprise Asset Management market

US$2.90B (2025) → US$6.60B (2035), CAGR 8.6%

Publisher

Publisher: Orion Market Research
Base year and forecast: 2025 → 2035 · published 2025 · accessed 2026-08-02
Methodology: Enterprise asset management software and associated services across US end-user industries.
Limitations: Includes multiple EAM components and services, some of which are outside the TorqueSpec AI scope.

Published

US Predictive Maintenance market

US$3.83B (2026)

Publisher

Fortune Business Insights

Base year and forecast

2026 · published 2026 · accessed 2026-08-02

Methodology

Condition monitoring, failure prediction and maintenance-optimisation software and services attributed to the United States.

Limitations

Do not automatically assume the published global CAGR is the US CAGR. A US-specific rate must be selected and disclosed.

Supporting references

Global 2025: US$13.65B

Global 2026: US$17.11B

Global 2034: US$97.37B

Global forecast CAGR: 24.3%

Published

US Field Service Management market

US$1.3822B (2025) → US$2.1585B (2030), CAGR 9.3%

Publisher

Publisher: MarketsandMarkets
Base year and forecast: 2025 → 2030 · published 2025 · accessed 2026-08-02
Methodology: Field service management software covering scheduling, dispatch, work orders and technician execution.
Limitations: Differences between market definitions must be disclosed when compared with other publishers.
Supporting references: Fortune Business Insights projects a US market of approximately US$1.40B in 2026

Government data

US maintenance workforce

1.467M repair and maintenance industry employment (June 2026); 3.261M other installation, maintenance and repair occupations (May 2025); 541,070 industrial machinery installation, repair and maintenance workers (May 2025)

Publisher

Publisher: US Bureau of Labor Statistics
Base year and forecast: 2025 · published 2025–2026 · accessed 2026-08-02
Methodology: Current Employment Statistics and Occupational Employment and Wage Statistics programmes; industry and occupational bases differ.
Limitations: Industry and occupational series measure different populations and must not be summed. Workforce counts are not added to software TAM.
Supporting references: Approximately 608,100 projected annual openings across IMR occupations, 2024–2034

Government data

US manufacturing establishments

Approximately 346,000 establishments

Publisher

Publisher: US Census Bureau
Base year and forecast: 2025 · published 2025 · accessed 2026-08-02
Methodology: Establishment universe from which the Annual Survey of Manufactures sample was drawn.
Limitations: Not all establishments are appropriate TorqueSpec AI prospects; segmentation filters are applied.

Government data

US aviation fleet and activity

173,589 ADS-B-equipped civil aircraft (1 July 2026); 7,131 ADS-B-equipped air-carrier aircraft; more than 275,000 aircraft in the wider general-aviation community; more than US$247B annual GA economic activity

Publisher

Publisher: US Federal Aviation Administration
Base year and forecast: 2026 · published 2026 · accessed 2026-08-02
Methodology: ADS-B equipage reporting and general-aviation activity statistics.
Limitations: The aircraft statistics have different definitions and populations and must not be added together. Economic activity is not software expenditure.

Figures are reported at their publishers' stated geography, base year and definition. Different publishers use different category boundaries; where categories overlap, the overlap is disclosed and discounted rather than summed.