Flowserve Corporation (FLS)
Pump and valve plants, support counted. Read October 19, 2026 from the annual report for the period ending December 31, 2025, filed February 17, 2026. Ranked 35 of the 175 Industrials companies read so far, by the share within reach now.
Within reach now
21%
End of 2028
40%
Employees, annual report
16,000
Leading staffing pattern
Machinery Manufacturing (3331, 3332, 3334, and 3339 only)
Share of the working time within reach, long-run pace, four times in five
- Now21%
- End of 202734%
- End of 202840%
- End of 203042%
What changes for its people by the end of 2028, by its industries' figures
- Stays with people 57%
- Becomes checking a model's work 35%
- Handed over with lighter checks 5%
The filing counts 9,000 associates in pumps, 4,000 in valves and 3,000 in core business functions, with regions stated, so every pattern is a counted part of the 16,000.
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: 21% now, 34% at the end of 2027, 40% at the end of 2028, 42% at the end of 2030. By the patterns, the work is about 42% desk work, 16% people work and 41% 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 57% of the working time stays with people (conversation, in-person and hands-on work), 35% 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
16,000 employees as of December 31, 2025 (stated). Not stated; about 4,900 of 16,000 are in North America (31%), 1,600 in Latin America, 5,500 in Europe, the Middle East and Africa and 4,000 in Asia Pacific.
The filing: “As of December 31, 2025, we had approximately 16,000 employees (associates) globally and a footprint of manufacturing facilities and QRCs in more than 48 countries.”
The workforce as industry patterns
| Pattern | Share | Reason, from the filing |
|---|---|---|
| Machinery Manufacturing (3331, 3332, 3334, and 3339 only) | 56% | The filing counts approximately 9,000 associates in the Flowserve Pump Division (a), which makes and services pumps and seals, read at the machinery group the site holds for pumps (3339, in 3330A1). |
| Fabricated Metal Product Manufacturing (3321, 3322, 3325, 3326, and 3329 only) | 25% | The filing counts approximately 4,000 associates in the Flow Control Division (a), which makes industrial valves, actuators and automation products, read at the fabricated metal group that holds valves (3329, in 3320A1). |
| Management of Companies and Enterprises | 19% | The filing counts the remaining 3,000 associates supporting core business functions, legal, human resources, information technology, finance, global engineering operations and marketing and technology operations (a), a stated support count read at management of companies under rule 6. |
What the filing says about the workforce: 9,000 in the pump division, 4,000 in the flow control division, 3,000 in core business functions; 4,900 North America, 1,600 Latin America, 5,500 EMEA, 4,000 Asia Pacific; manufacturing facilities and quick response centers in more than 48 countries; no hourly, part-time or union figure stated.
Companies read with the same leading pattern
Other companies whose largest staffing pattern is also Machinery Manufacturing (3331, 3332, 3334, and 3339 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.
- Caterpillar Inc. (CAT, 118,000 employees)18% now, 37% by 2028
- Deere & Company (DE, 73,100 employees)20% now, 37% by 2028
- Parker-Hannifin Corporation (PH, 59,850 employees)18% now, 38% by 2028
- Carrier Global Corporation (CARR, 47,000 employees)19% now, 36% by 2028
- Trane Technologies plc (TT, 44,000 employees)18% now, 33% by 2028
- Stanley Black & Decker, Inc. (SWK, 43,500 employees)19% now, 34% by 2028
- Illinois Tool Works Inc. (ITW, 43,000 employees)19% now, 37% by 2028
- Applied Materials, Inc. (AMAT, 36,500 employees)19% now, 36% by 2028
What the filing says about AI
9 sentences in the filing name AI. Nine sentences: the data center buildout to power artificial intelligence has raised demand for the company's products, and risk factors say it must invest in technology such as AI and machine learning to stay competitive.
- “Energy transition as well as the more recent build-out of data centers to power artificial intelligence have also resulted in increased demand for our products and services as customers and geographies look to secure more independent sources of energy.”
- “In that respect, our investments have been focused on four critical areas: (1) significantly enhancing the digital integration and interoperability of automation products (e.g., positioners, actuators, limit switches and associated accessories) with Distributed Control Systems ("DCS") and Asset Management Systems ("AMS"); (2) developing and deploying next-generation hardware and software soluti...”
- “To remain competitive, we must invest in manufacturing, technology, such as artificial intelligence and machine learning, marketing, customer service and support and our distribution networks.”
- “Failure to successfully develop and introduce new products and integrate new technologies, including artificial intelligence and machine learning, could limit our ability to grow and maintain our competitive position and adversely affect our financial condition, results of operations and cash flow.”
- “Difficulties or delays in the research, development, production and/or marketing of new products and services or adoption of new technologies, such as artificial intelligence and machine learning, may negatively impact our operating results and prevent us from recouping or realizing a return on the investments required to continue to bring these products and services to market.”
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 20211median 0
- Fiscal 20221median 0
- Fiscal 20231median 1
- Fiscal 20248median 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 |
|---|---|---|---|
| 2025-12-31 | 16,000 | 2026-02-17 | 10-K |
| 2024-12-31 | 16,000 | 2025-02-26 | 10-K |
| 2023-12-31 | 16,000 | 2024-02-20 | 10-K |
| 2022-12-31 | 16,000 | 2023-03-07 | 10-K |
| 2021-12-31 | 16,000 | 2022-02-23 | 10-K |
| 2020-12-31 | 16,000 | 2021-02-23 | 10-K |
| 2019-12-31 | 17,000 | 2020-02-18 | 10-K |
| 2018-12-31 | 17,000 | 2019-02-20 | 10-K |
| 2017-12-31 | 17,000 | 2018-02-28 | 10-K |
| 2016-12-31 | 18,000 | 2017-02-16 | 10-K |
| 2015-12-31 | 19,000 | 2016-02-18 | 10-K |
| 2014-12-31 | 18,000 | 2015-02-17 | 10-K |
| 2013-12-31 | 18,000 | 2014-02-18 | 10-K |
| 2012-12-31 | 17,000 | 2013-02-21 | 10-K |
| 2011-12-31 | 16,000 | 2012-02-22 | 10-K |
| 2010-12-31 | 15,000 | 2011-02-23 | 10-K |
| 2009-12-31 | 15,000 | 2010-02-24 | 10-K |
| 2008-12-31 | 15,000 | 2009-02-25 | 10-K |
| 2007-12-31 | 15,000 | 2008-02-27 | 10-K |
| 2006-12-31 | 14,000 | 2007-03-01 | 10-K |
| 2005-12-31 | 13,000 | 2006-06-30 | 10-K |
| 2004-12-31 | 14,000 | 2006-02-13 | 10-K |
| 2003-12-31 | 13,000 | 2004-04-27 | 10-K |
| 2002-12-31 | 14,000 | 2003-03-21 | 10-K |
| 2001-12-31 | 11,000 | 2002-03-12 | 10-K405 |
| 2000-12-31 | 10,000 | 2001-03-29 | 10-K405 |
| 1999-12-31 | 7,000 | 2000-03-24 | 10-K405 |
| 1998-12-31 | 7,000 | 1999-03-19 | 10-K405 |
| 1997-12-31 | 7,200 | 1998-03-31 | 10-K405 |
| 1996-12-31 | 3,900 | 1997-03-14 | 10-K405 |
| 1995-12-31 | 3,900 | 1996-02-28 | 10-K405 |
| 1994-12-31 | 2,575 | 1995-02-24 | 10-K |
Limits of this reading
- The 3,000 in core business functions are a stated support count, read at management of companies under rule 6.
- The U.S. share is not stated; North America is 31%.
Source: the company's annual report on EDGAR, accession 0000030625-26-000003, 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 Flowserve Corporation, $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 Flowserve Corporation's working time is within reach of AI?
- An estimated 21% now and 40% by the end of 2028, on METR's long-run pace at four in five, from the workforce Flowserve Corporation'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 Flowserve Corporation employ?
- 16,000 as of December 31, 2025, as its annual report for the period ending December 31, 2025 states.
- What kinds of work make up Flowserve Corporation's workforce?
- Read from its annual report as a blend of 3 industry staffing patterns, the largest Machinery Manufacturing (3331, 3332, 3334, and 3339 only); by those patterns the work is about 42% desk work, 16% people work and 41% body work. Each share has a one-sentence reason on this page that can be checked against the filing.
- What does Flowserve Corporation's annual report say about AI?
- 9 sentences in the filing name AI. Its annual reports for fiscal 2021 to 2025 name it in 1, 1, 1, 8 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 October 19, 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.