Mayville Engineering Company, Inc. (MEC)
Contract metal fabrication for equipment makers. Read November 11, 2026 from the annual report for the period ending December 31, 2025, filed March 4, 2026. Ranked 196 of the 275 Industrials companies read so far, by the share within reach now.
Within reach now
25%
projected from METR's April 2026 measurement and Epoch's November 2026 index
End of 2028
29%
Employees, annual report
2,400
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.
- Now25%
- End of 202729%
- End of 202829%
- End of 203029%
What changes for its people by the end of 2028, by its industries' figures
- Stays with people 71%
- Becomes checking a model's work 24%
- Handed over with lighter checks 5%
A contract fabricator whose filing counts production employees and reports sales by product line.
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: 25% now, 29% at the end of 2027, 29% at the end of 2028, 29% at the end of 2030. By the patterns, the work is about 29% desk work, 13% people work and 58% 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 71% of the working time stays with people (conversation, in-person and hands-on work), 24% 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
2,400 employees as of December 31, 2025 (stated). The excerpt does not say where employees work.
The filing: “As of December 31, 2025, we had approximately 2,400 full-time employees, approximately 1,900 of whom are production employees.”
The workforce as industry patterns
| Pattern | Share | Reason, from the filing |
|---|---|---|
| Fabricated Metal Product Manufacturing (3323 and 3324 only) | 85% | By product sales (c): fabrication (50%), performance structures (30%) and tanks (6%) are sheet metal, structural and tank work, the group that holds 3323 and 3324; about 1,900 of 2,400 are production employees. |
| Fabricated Metal Product Manufacturing (3321, 3322, 3325, 3326, and 3329 only) | 15% | By product sales (c): tubes (13%) and the small remaining lines are formed tube and other fabricated metal products. |
What the filing says about the workforce: Approximately 1,900 of 2,400 full-time employees are production employees. None is represented by a union. Average service about nine years.
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
0 sentences in the filing name AI. The filing names AI in no sentence.
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 20250median 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 | 2,400 | 2026-03-04 | 10-K |
| 2024-12-31 | 2,200 | 2025-03-06 | 10-K |
| 2023-12-31 | 2,500 | 2024-03-06 | 10-K |
| 2022-12-31 | 2,300 | 2023-03-01 | 10-K |
| 2021-12-31 | 2,200 | 2022-03-02 | 10-K |
| 2020-12-31 | 2,150 | 2021-03-05 | 10-K |
| 2019-12-31 | 2,600 | 2020-03-02 | 10-K |
Limits of this reading
- The filing states full-time employees only.
- The split between the two fabricated metal groups follows product sales, not a count.
Source: the company's annual report on EDGAR, accession 0001104659-26-023496, the filing. Read by Claude Fable 5.2 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 Mayville Engineering Company, 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 Mayville Engineering Company, Inc.'s working time is within reach of AI?
- An estimated 25% now and 29% by the end of 2028, on METR's long-run pace at four in five, from the workforce Mayville Engineering Company, 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 Mayville Engineering Company, Inc. employ?
- 2,400 as of December 31, 2025, as its annual report for the period ending December 31, 2025 states.
- What kinds of work make up Mayville Engineering Company, Inc.'s workforce?
- Read from its annual report as a blend of 2 industry staffing patterns, the largest Fabricated Metal Product Manufacturing (3323 and 3324 only); by those patterns the work is about 29% desk work, 13% people work and 58% body work. Each share has a one-sentence reason on this page that can be checked against the filing.
- What does Mayville Engineering Company, Inc.'s annual report say about AI?
- 0 sentences in the filing name AI. Its annual reports for fiscal 2021 to 2025 name it in 0, 0, 0, 0 and 0 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 5.2 read the annual report under the Index's written rubric (version 1) on November 11, 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.