The Williams Companies, Inc. (WMB)
Natural gas pipelines and processing, all U.S. Read October 19, 2026 from the annual report for the period ending December 31, 2025, filed February 24, 2026. Ranked 13 of the 32 Energy companies read so far, by the share within reach now.
Within reach now
20%
End of 2028
38%
Employees, annual report
5,987
Leading staffing pattern
Pipeline Transportation of Natural Gas
Share of the working time within reach, long-run pace, four times in five
- Now20%
- End of 202732%
- End of 202838%
- End of 203040%
What changes for its people by the end of 2028, by its industries' figures
- Stays with people 54%
- Becomes checking a model's work 38%
- Handed over with lighter checks 5%
Williams’ 5,987 full-time employees, all in the United States, run interstate natural gas pipelines, gathering systems and processing plants, split 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: 20% now, 32% at the end of 2027, 38% at the end of 2028, 40% at the end of 2030. By the patterns, the work is about 40% desk work, 12% people work and 48% 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 54% of the working time stays with people (conversation, in-person and hands-on work), 38% 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
5,987 employees as of February 1, 2026 (stated). All 5,987 full-time employees are located throughout the United States, by the filing.
The filing: “As of February 1, 2026, Williams had 5,987 full-time employees located throughout the United States.”
The workforce as industry patterns
| Pattern | Share | Reason, from the filing |
|---|---|---|
| Pipeline Transportation of Natural Gas | 80% | By description (c): the Transco and Northwest interstate pipelines, which have no employees of their own and are run by Williams, and the gathering systems, natural gas pipeline transportation; no count by segment. |
| Oil and Gas Extraction | 20% | By description (c): the gathering and processing plants in the Northeast and West that extract liquids from gas, natural gas liquid extraction work (NAICS 211130). |
What the filing says about the workforce: 5,987 full-time employees throughout the United States; voluntary turnover 6.3% in 2025; Transco and NWP have no employees, Williams providing their operations and management.
Companies read with the same leading pattern
Other companies whose largest staffing pattern is also Pipeline Transportation of Natural Gas, largest first, each read from its own annual report. Within reach now and at the end of 2028, long-run pace, four in five.
- Kinder Morgan, Inc. (KMI, 11,028 employees)21% now, 36% by 2028
- MPLX Lp (MPLX, 5,762 employees)22% now, 40% by 2028
What the filing says about AI
2 sentences in the filing name AI. The filing names AI twice: AI-enhanced security threats, and an executive’s expertise in enterprise AI initiatives.
- “While Williams believes that it maintains appropriate information security policies, practices, and protocols, Williams regularly faces cybersecurity and other security threats to its information technology infrastructure, including risks that may be enhanced through the use of artificial intelligence, which could include threats to operational industrial control systems and safety systems that...”
- “He has extensive expertise in digital transformation, cloud strategies, enterprise artificial intelligence initiatives, and cybersecurity, as well as managing large-scale system implementations and integrations.”
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 20242median 4
- Fiscal 20252median 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 | 5,987 | 2026-02-24 | 10-K |
| 2024-12-31 | 5,829 | 2025-02-25 | 10-K |
| 2023-12-31 | 5,601 | 2024-02-21 | 10-K |
| 2022-12-31 | 5,043 | 2023-02-27 | 10-K |
| 2021-12-31 | 4,783 | 2022-02-28 | 10-K |
| 2020-12-31 | 4,739 | 2021-02-24 | 10-K |
| 2019-12-31 | 4,812 | 2020-02-24 | 10-K |
| 2018-12-31 | 5,322 | 2019-02-21 | 10-K |
| 2017-12-31 | 5,425 | 2018-02-22 | 10-K |
| 2016-12-31 | 5,604 | 2017-02-22 | 10-K |
| 2015-12-31 | 6,578 | 2016-02-26 | 10-K |
| 2014-12-31 | 6,742 | 2015-02-25 | 10-K |
| 2013-12-31 | 4,909 | 2014-02-26 | 10-K |
| 2012-12-31 | 4,639 | 2013-02-27 | 10-K |
| 2011-12-31 | 4,293 | 2012-02-28 | 10-K |
| 2010-12-31 | 5,022 | 2011-02-25 | 10-K |
| 2009-12-31 | 4,801 | 2010-02-26 | 10-K |
| 2008-12-31 | 4,704 | 2009-02-25 | 10-K |
| 2007-12-31 | 4,319 | 2008-02-26 | 10-K |
| 2006-12-31 | 4,313 | 2007-02-28 | 10-K |
| 2005-12-31 | 3,913 | 2006-03-09 | 10-K |
| 2004-12-31 | 3,656 | 2005-03-11 | 10-K |
| 2003-12-31 | 4,800 | 2004-03-15 | 10-K |
| 2002-12-31 | 7,300 | 2003-03-19 | 10-K |
| 2001-12-31 | 12,433 | 2002-03-07 | 10-K |
| 2000-12-31 | 10,650 | 2001-03-12 | 10-K405 |
| 1999-12-31 | 9,200 | 2000-03-28 | 10-K405 |
| 1998-12-31 | 21,011 | 1999-03-30 | 10-K405 |
| 1997-12-31 | 15,000 | 1998-03-30 | 10-K405 |
| 1996-12-31 | 11,000 | 1997-03-26 | 10-K405 |
| 1995-12-31 | 10,000 | 1996-03-27 | 10-K |
| 1994-12-31 | 8,200 | 1995-03-02 | 10-K |
| 1993-12-31 | 3,800 | 1994-03-29 | 10-K |
Limits of this reading
- No count by segment; the split between pipelines and processing is by description.
- The segment and geography tables (West at 100%) are not usable.
Source: the company's annual report on EDGAR, accession 0000107263-26-000006, 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 The Williams Companies, 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 The Williams Companies, Inc.'s working time is within reach of AI?
- An estimated 20% now and 38% by the end of 2028, on METR's long-run pace at four in five, from the workforce The Williams Companies, 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 The Williams Companies, Inc. employ?
- 5,987 as of February 1, 2026, as its annual report for the period ending December 31, 2025 states. About 100% in the U.S.
- What kinds of work make up The Williams Companies, Inc.'s workforce?
- Read from its annual report as a blend of 2 industry staffing patterns, the largest Pipeline Transportation of Natural Gas; by those patterns the work is about 40% desk work, 12% people work and 48% body work. Each share has a one-sentence reason on this page that can be checked against the filing.
- What does The Williams Companies, Inc.'s annual report say about AI?
- 2 sentences in the filing name AI. Its annual reports for fiscal 2021 to 2025 name it in 0, 0, 0, 2 and 2 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.