Medline Inc. (MDLN)
Medical supplies maker and distributor, 45,000, 58% U.S.. Read October 2, 2026 from the annual report for the period ending December 31, 2025, filed February 25, 2026. Ranked 16 of the 36 Healthcare companies read so far, by the share within reach now.
Within reach now
23%
End of 2028
45%
Employees, annual report
45,000
Leading staffing pattern
Professional and Commercial Equipment and Supplies Merchant Wholesalers
Share of the working time within reach, long-run pace, four times in five
- Now23%
- End of 202739%
- End of 202845%
- End of 203047%
What changes for its people by the end of 2028, by its industries' figures
- Stays with people 49%
- Becomes checking a model's work 39%
- Handed over with lighter checks 9%
The filing states the total and the U.S. count, nothing by kind of work, so the wholesale and manufacturing shares are by description (c), said so.
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: 23% now, 39% at the end of 2027, 45% at the end of 2028, 47% at the end of 2030. By the patterns, the work is about 47% desk work, 22% people work and 31% 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 49% of the working time stays with people (conversation, in-person and hands-on work), 39% becomes checking a model's work and 9% could be handed over with lighter checks, from the industries' own figures, not the company's roles.
Headcount
45,000 employees as of December 31, 2025 (stated). Over 26,000 of over 45,000 in the United States; the largest non-U.S. populations are in Mexico, the Dominican Republic, India, Canada, Slovakia, France, China, Japan, Germany and Australia.
The filing: “As of December 31, 2025, we employed over 45,000 employees worldwide, with over 26,000 located in the United States.”
The workforce as industry patterns
| Pattern | Share | Reason, from the filing |
|---|---|---|
| Professional and Commercial Equipment and Supplies Merchant Wholesalers | 60% | A distributor of medical supplies with over 26 million square feet of U.S. warehouse space named in the filing; no count by kind of work is stated, so the wholesale share is by description (c). |
| Medical Equipment and Supplies Manufacturing | 40% | The company also makes the supplies it sells; the filing states no count for its manufacturing, so the share is by description (c). |
What the filing says about the workforce: Over 45,000 employees, over 26,000 in the United States; no U.S. employees unionized, some in Mexico in unions, works councils in Germany, the Netherlands, France, Spain and Japan and industry agreements in France, Spain, Belgium and Italy; new sales representatives in comprehensive training programs.
What the filing says about AI
11 sentences in the filing name AI. Eleven sentences: AI and robotics used in over 26 million square feet of U.S. warehouse space to improve distribution efficiency and capacity, and risks from its own and partners' use of AI and from AI-enabled attacks.
- “Our use or our third-party service providers' or business partners' use of AI, automated decision-making and machine learning technologies and the evolving regulatory framework in this area may subject us to risks or heightened costs that could adversely affect business, results of operation and financial condition.”
- “We utilize artificial intelligence ("AI") and robotics technology in over 26 million square feet of warehouse space in the United States to improve efficiency and capacity to optimize distribution logistics and maximize utilization.”
- “Further, these attacks are becoming increasingly sophisticated through the use of certain AI, automated decision-making and machine learning technology (collectively, "Machine Learning Technology") and are often well-funded, including in some cases by state sponsors.”
- “Compliance with all current and emerging privacy, security and data protection laws, regulations, and requirements, as well as laws that are adjacent (such as the proliferation of new laws and regulations addressing generative AI) to those domains is increasingly difficult.”
- “Our use or our third-party service providers' or business partners' use of AI, automated decision-making and machine learning technologies and the evolving regulatory framework in this area may subject us to risks or heightened costs that could adversely affect business, results of operation and financial condition.”
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 | 45,000 | 2026-02-25 | 10-K |
Limits of this reading
- No count by kind of work: the wholesale and manufacturing shares are by description (c).
- Over 45,000 employees; the total is the filing's stated figure.
Source: the company's annual report on EDGAR, accession 0002046386-26-000009, 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.
Questions about this company
- How much of Medline Inc.'s working time is within reach of AI?
- An estimated 23% now and 45% by the end of 2028, on METR's long-run pace at four in five, from the workforce Medline 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 Medline Inc. employ?
- 45,000 as of December 31, 2025, as its annual report for the period ending December 31, 2025 states. About 58% in the U.S.
- What kinds of work make up Medline Inc.'s workforce?
- Read from its annual report as a blend of 2 industry staffing patterns, the largest Professional and Commercial Equipment and Supplies Merchant Wholesalers; by those patterns the work is about 47% desk work, 22% people work and 31% body work. Each share has a one-sentence reason on this page that can be checked against the filing.
- What does Medline Inc.'s annual report say about AI?
- 11 sentences in the filing name AI. 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 2, 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.