RB Global, Inc. (RBA)
Vehicle and equipment auction sites, 8,700 employees. Read October 19, 2026 from the annual report for the period ending December 31, 2025, filed February 25, 2026. Ranked 12 of the 175 Industrials companies read so far, by the share within reach now.
Within reach now
26%
End of 2028
39%
Employees, annual report
8,700
Leading staffing pattern
Motor Vehicle and Motor Vehicle Parts and Supplies Merchant Wholesalers
Share of the working time within reach, long-run pace, four times in five
- Now26%
- End of 202736%
- End of 202839%
- End of 203040%
What changes for its people by the end of 2028, by its industries' figures
- Stays with people 60%
- Becomes checking a model's work 26%
- Handed over with lighter checks 13%
An auction company whose filing counts 8,700 employees with 5,300 at its sites and nothing by business, so vehicle auctions lead by description with equipment auctions beside them.
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: 26% now, 36% at the end of 2027, 39% at the end of 2028, 40% at the end of 2030. By the patterns, the work is about 40% desk work, 22% people work and 38% 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 60% of the working time stays with people (conversation, in-person and hands-on work), 26% becomes checking a model's work and 13% could be handed over with lighter checks, from the industries' own figures, not the company's roles.
Headcount
8,700 employees as of December 31, 2025 (sum of stated parts). Stated for full-time employees: approximately 68% are located in the United States, applied to the whole.
The filing: “We employ approximately 8,000 full-time employees and approximately 700 part-time employees worldwide at December 31, 2025.”
The workforce as industry patterns
| Pattern | Share | Reason, from the filing |
|---|---|---|
| Motor Vehicle and Motor Vehicle Parts and Supplies Merchant Wholesalers | 60% | By description (c): the IAA salvage vehicle auctions and yards, the larger of the two businesses by people, are motor vehicle wholesaling as the site reads auto auctions and Copart, with the 5,300 site employees the filing counts not split by business. |
| Wholesale Trade Agents and Brokers | 40% | By description (c): the Ritchie Bros. equipment auctions sell used machinery and trucks on consignment for sellers, wholesale trade agents and brokers (NAICS 425120), with no count by business. |
What the filing says about the workforce: Approximately 8,000 full-time and 700 part-time employees at December 31, 2025, about 68% of full-time employees in the United States; about 5,300 full-time employees at auction and branch sites and 1,400 in sales and solutions; contractors hired for auctions as needed; TRIR 1.59.
Companies read with the same leading pattern
Other companies whose largest staffing pattern is also Motor Vehicle and Motor Vehicle Parts and Supplies Merchant Wholesalers, largest first, each read from its own annual report. Within reach now and at the end of 2028, long-run pace, four in five.
- LKQ Corporation (LKQ, 44,000 employees)22% now, 32% by 2028
- Copart, Inc. (CPRT, 11,900 employees)22% now, 32% by 2028
- Rush Enterprises, Inc. (RUSHA, 7,937 employees)22% now, 32% by 2028
What the filing says about AI
5 sentences in the filing name AI. The filing describes an automated Vehicle Score model that rates vehicles from check-in photos and a predictive IAA Vehicle Value model using machine learning, and says the adoption of AI may intensify cybersecurity risks.
- “Our automated Vehicle Score model provides fast and accurate ratings based on photos taken at vehicle check-in, saving time and money IAA Vehicle Value™ A predictive model that uses machine learning and data mining methods to create an accurate, unbiased vehicle value Parts Services SmartEquip Online marketplace connecting equipment owners with parts manufacturers Catastrophe Response Services...”
- “The rapid evolution and increased adoption of artificial intelligence technologies may intensify our cybersecurity risks.”
- “These regulations and laws may cover taxation, tariffs, user privacy, data protection, machine learning and automated decision making, pricing, transaction processing, content, intellectual property rights, electronic contracts, digital marketing communications, consumer protection, and the characteristics and quality of our disposition services.”
- “We believe that laws and regulations in the United States, Canada, the United Kingdom, Australia the European Union and in other jurisdictions will be increasingly restrictive in the field of data privacy and protection and will in turn result in an increase in regulatory burdens for us to address to continue meeting our customers' expectations, in particular in relation to the sharing of perso...”
- “Over the past 5 years, he has sat on various industry CISO advisory boards and currently sits on two advisory boards for companies transforming security operations through artificial intelligence and enriched security data management solutions.”
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 20232median 1
- Fiscal 20245median 4
- Fiscal 20255median 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 | 8,000 | 2026-02-25 | 10-K |
| 2024-12-31 | 7,800 | 2025-02-26 | 10-K |
| 2022-12-31 | 2,800 | 2023-02-21 | 10-K |
| 2021-12-31 | 2,700 | 2022-02-17 | 10-K |
| 2020-12-31 | 2,600 | 2021-02-18 | 10-K |
| 2019-12-31 | not read | 2020-02-27 | 10-K |
| 2018-12-31 | 2,200 | 2019-02-28 | 10-K |
| 2017-12-31 | 1,649 | 2018-02-26 | 10-K |
| 2016-12-31 | 1,649 | 2017-02-21 | 10-K |
| 2015-12-31 | 1,522 | 2016-02-25 | 10-K |
| 2014-12-31 | not read | 2015-02-26 | 40-F |
| 2013-12-31 | not read | 2014-03-03 | 40-F |
| 2012-12-31 | not read | 2013-02-26 | 40-F |
| 2011-12-31 | not read | 2012-02-28 | 40-F |
| 2010-12-31 | not read | 2011-02-24 | 40-F |
| 2009-12-31 | not read | 2010-03-04 | 40-F |
| 2008-12-31 | not read | 2009-02-26 | 40-F |
| 2007-12-31 | not read | 2008-02-21 | 40-F |
| 2006-12-31 | not read | 2007-02-22 | 40-F |
| 2005-12-31 | not read | 2006-02-22 | 40-F |
| 2004-12-31 | not read | 2005-02-24 | 40-F |
| 2003-12-31 | not read | 2004-02-26 | 40-F |
| 2002-12-31 | 570 | 2003-03-18 | 40-F |
Limits of this reading
- The collector's 8,000 is the full-time count; the filing states 700 part-time employees too, summed (rule 2).
- No count by business: the split between vehicle auctions and equipment auctions is by description (c).
Source: the company's annual report on EDGAR, accession 0001628280-26-011682, 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 RB Global, 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 RB Global, Inc.'s working time is within reach of AI?
- An estimated 26% now and 39% by the end of 2028, on METR's long-run pace at four in five, from the workforce RB Global, 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 RB Global, Inc. employ?
- 8,700 as of December 31, 2025, as its annual report for the period ending December 31, 2025 states as the sum of the parts it gives. About 68% in the U.S.
- What kinds of work make up RB Global, Inc.'s workforce?
- Read from its annual report as a blend of 2 industry staffing patterns, the largest Motor Vehicle and Motor Vehicle Parts and Supplies Merchant Wholesalers; by those patterns the work is about 40% desk work, 22% people work and 38% body work. Each share has a one-sentence reason on this page that can be checked against the filing.
- What does RB Global, Inc.'s annual report say about AI?
- 5 sentences in the filing name AI. Its annual reports for fiscal 2021 to 2025 name it in 1, 1, 2, 5 and 5 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.