CSW Industrials, Inc. (CSW)
HVAC products maker with a Vietnam plant. Read November 9, 2026 from the annual report for the period ending March 31, 2026, filed May 26, 2026. Ranked 175 of the 275 Industrials companies read so far, by the share within reach now.
Within reach now
27%
projected from METR's April 2026 measurement and Epoch's November 2026 index
End of 2028
32%
Employees, annual report
2,700
Leading staffing pattern
Fabricated Metal Product Manufacturing (3323 and 3324 only)
Share of the working time within reach, long-run pace, four times in five
Now is projected from METR's April 2026 measurement and Epoch's November 2026 index.
- Now27%
- End of 202731%
- End of 202832%
- End of 203032%
What changes for its people by the end of 2028, by its industries' figures
- Stays with people 68%
- Becomes checking a model's work 27%
- Handed over with lighter checks 5%
The filing states approximately 2,700 employees at March 31, 2026, about 1,200 of them at its Vietnam facility, and describes HVAC, plumbing and building products across three segments, so the sheet metal products lead at fabricated metal with the sealants and chemicals and the pumps beside them by description.
The figures on this page come from the company's own annual report and from BLS staffing patterns for its industries, never from a roster. They are estimates with a stated method. Nothing here says what the company will do: within reach is not a forecast of jobs lost or of savings.
What follows from the reading
Share of working time within reach of AI, on the long-run pace at four in five: 27% now, 31% at the end of 2027, 32% at the end of 2028, 32% at the end of 2030. By the patterns, the work is about 32% desk work, 13% people work and 54% body work. These are the site's industry estimates weighted by the shares below: estimates with a stated method and range, not a forecast of what the company will do. By the same patterns, at the end of 2028 about 68% of the working time stays with people (conversation, in-person and hands-on work), 27% becomes checking a model's work and 5% could be handed over with lighter checks, from the industries' own figures, not the company's roles.
Headcount
2,700 employees as of March 31, 2026 (stated). Not stated as a U.S. figure: about 1,500 of 2,700 employees are in North America, 1,200 in Asia Pacific (Vietnam) and 10 in Europe, the Middle East and Africa.
The filing: “As of March 31, 2026, we employed approximately 2,700 individuals globally.”
The workforce as industry patterns
| Pattern | Share | Reason, from the filing |
|---|---|---|
| Fabricated Metal Product Manufacturing (3323 and 3324 only) | 50% | The filing counts about 1,200 employees at its Vietnam facility (a), which makes HVAC grilles, registers and diffusers, sheet metal products read with the Engineered Building Solutions architectural metal products at the fabricated metal group by description (c). |
| Chemical Manufacturing (3255 and 3256 only) | 35% | The Contractor Solutions and Engineered Reliability Solutions segments (74% and 15% of revenue) make sealants, adhesives, lubricants and specialty chemicals for HVAC, plumbing and industrial customers, read at the adhesives and sealants group by description (c). |
| Machinery Manufacturing (3331, 3332, 3334, and 3339 only) | 15% | Contractor Solutions also makes condensate pumps, switches and other HVAC and refrigeration accessories, read at the machinery group by description (c). |
What the filing says about the workforce: Approximately 2,700 employees at March 31, 2026: about 1,500 in North America, 1,200 in Asia Pacific and 10 in EMEA; about 600 salaried and 2,100 hourly; 18 U.S. employees under collective bargaining agreements (1.2% of the U.S. workforce) and an employee organization in Vietnam; high-performer retention 97%.
Companies read with the same leading pattern
Other companies whose largest staffing pattern is also Fabricated Metal Product Manufacturing (3323 and 3324 only), largest first, each read from its own annual report. Within reach now and at the end of 2028, long-run pace, four in five. Now is projected from METR's April 2026 measurement and Epoch's November 2026 index.
- Crown Holdings, Inc. (CCK, 23,000 employees)24% now, 28% by 2028
- Ball Corporation (BALL, 16,000 employees)25% now, 29% by 2028
- Greif, Inc. (GEF, 14,000 employees)22% now, 27% by 2028
- Valmont Industries, Inc. (VMI, 10,791 employees)25% now, 30% by 2028
- BWX Technologies, Inc. (BWXT, 10,400 employees)28% now, 35% by 2028
- Arcosa, Inc. (ACA, 6,390 employees)23% now, 27% by 2028
- Griffon Corporation (GFF, 5,100 employees)26% now, 30% by 2028
- Apogee Enterprises, Inc. (APOG, 4,100 employees)22% now, 25% by 2028
What the filing says about AI
9 sentences in the filing name AI. The filing names AI in its risk factors: advances in artificial intelligence and machine learning present opportunities and risks, failing to keep pace could hurt its competitive position, and competitors may use AI more effectively to serve customers and drive efficiencies.
- “Recent technological advances in artificial intelligence ("AI") and machine-learning technology both present opportunities and pose risks to us.”
- “If we fail to keep pace with rapidly evolving technological developments in AI, our competitive position and business results may suffer.”
- “We face risk of competitive disadvantage if our competitors more effectively use AI to better serve customers, drive internal efficiencies, and/or create new or enhanced products or services.”
- “We have begun to incorporate AI capabilities into our operations and the introduction of these technologies, particularly generative AI, into internal processes, customer engagements, and/or new and existing product offerings may result in new or expanded risks and liabilities, including due to enhanced governmental or regulatory scrutiny, litigation, compliance issues, ethical concerns, confid...”
- “In addition, our personnel could, unbeknownst to us and despite strict governance protocols, improperly utilize AI and machine learning-technology while carrying out their responsibilities.”
Its annual reports, year by year
Sentences naming AI in each annual report, counted by one rule, beside the median report in the Index that year. Each count links its filing. Every company, by year and sector
- Fiscal 20210median 0
- Fiscal 20220median 0
- Fiscal 20230median 1
- Fiscal 20240median 4
- Fiscal 20259median 10
Headcount by filing year
As reported in each year's annual report, with the filing. A year marked not read had no figure the reading could take from the report's text.
| Period | Employees | Filed | Filing |
|---|---|---|---|
| 2026-03-31 | 2,700 | 2026-05-26 | 10-K |
| 2025-03-31 | 2,600 | 2025-05-22 | 10-K |
| 2024-03-31 | 2,600 | 2024-05-23 | 10-K |
| 2023-03-31 | 2,400 | 2023-05-25 | 10-K |
| 2022-03-31 | 2,400 | 2022-05-18 | 10-K |
| 2021-03-31 | 2,300 | 2021-05-20 | 10-K |
| 2020-03-31 | 730 | 2020-05-20 | 10-K |
| 2019-03-31 | 730 | 2019-05-22 | 10-K |
| 2018-03-31 | 730 | 2018-05-30 | 10-K |
| 2017-03-31 | 750 | 2017-06-14 | 10-K |
| 2016-03-31 | 725 | 2016-06-08 | 10-K |
Limits of this reading
- The filing counts employees by region and the Vietnam plant, not by segment or product, so the split among metal products, chemicals and machinery is by description (c).
- The U.S. share is not stated; North America is 1,500 of 2,700.
Source: the company's annual report on EDGAR, accession 0001624794-26-000027, the filing. Read by Claude Fable 5.1 under rubric version 1, by the method. A company can write to info@stratussc.com to have its reading checked against its filing.
The report on CSW Industrials, Inc., $29
This page as a document to keep, with what it does not show: the share within reach at every date on three paces and two reliabilities, a typical workforce of this shape at the stated headcount role by role and task by task (the industries' staffing, never the company's roster), where to start, what changes for the people and what they would learn, every sentence in the filing that names AI, the headcount by year, the companies read with the same leading pattern, the method and a citation line. To print or save as a PDF, open again in your browser for a year.
See the report, $29See the sample first: Walmart's report is free
Questions about this company
- How much of CSW Industrials, Inc.'s working time is within reach of AI?
- An estimated 27% now and 32% by the end of 2028, on METR's long-run pace at four in five, from the workforce CSW Industrials, Inc.'s own annual report describes and BLS staffing patterns for its industries, never from a roster. It is an estimate with a stated method. It is not a forecast of jobs lost or of savings, and it says nothing about what the company will do.
- How many people does CSW Industrials, Inc. employ?
- 2,700 as of March 31, 2026, as its annual report for the period ending March 31, 2026 states.
- What kinds of work make up CSW Industrials, Inc.'s workforce?
- Read from its annual report as a blend of 3 industry staffing patterns, the largest Fabricated Metal Product Manufacturing (3323 and 3324 only); by those patterns the work is about 32% desk work, 13% people work and 54% body work. Each share has a one-sentence reason on this page that can be checked against the filing.
- What does CSW Industrials, Inc.'s annual report say about AI?
- 9 sentences in the filing name AI. Its annual reports for fiscal 2021 to 2025 name it in 0, 0, 0, 0 and 9 sentences, year by year. They are counted and quoted on this page, never judged: a count says how much a filing talks about AI, not what the company does with it.
- How is this estimated?
- Claude Fable 5.1 read the annual report under the Index's written rubric (version 1) on November 9, 2026: the stated headcount, the share in the U.S. when stated, and the workforce as a blend of industry staffing patterns. The estimates are the site's industry estimates weighted by those shares, from O*NET tasks with estimated lengths and METR's measurements of how long a task AI models can finish. A company can write to info@stratussc.com to have its reading checked against its filing.
Embed these figures on your site
A small card with the share of working time within reach now and at the end of 2027, 2028 and 2030, the date and a link back. Free under CC BY 4.0; the card carries the credit.