Alliance Laundry Holdings Inc. (ALH)

Commercial laundry equipment maker, 69% U.S. Read November 8, 2026 from the annual report for the period ending December 31, 2025, filed March 13, 2026. Ranked 82 of the 275 Industrials companies read so far, by the share within reach now.

Alliance Laundry states 3,923 full-time and 50 part-time employees, 2,730 in the United States and 1,691 under the Steelworkers in Wisconsin, making commercial laundry equipment read at commercial and service industry machinery with its Speed Queen home machines at household appliances.

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: 32% now, 40% at the end of 2027, 42% at the end of 2028, 43% at the end of 2030. By the patterns, the work is about 43% desk work, 18% people work and 39% 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), 36% becomes checking a model's work and 6% could be handed over with lighter checks, from the industries' own figures, not the company's roles.

Headcount

3,973 employees as of December 31, 2025 (sum of stated parts). 2,730 of 3,973 employees are located in the United States and 1,243 outside it, including 674 in the Czech Republic, 354 in Thailand, 74 in China and 38 in France.

The filing: “As of December 31, 2025, we employed 3,923 full-time employees and 50 part-time employees.”

The workforce as industry patterns

What the filing says about the workforce: 3,923 full-time and 50 part-time employees; 2,730 in the United States and 1,243 abroad; 1,691 at the Wisconsin facilities represented by the United Steelworkers, all Guangzhou employees by a workers' union and all Pribor employees under a collective agreement, about 61% in all; about 800 testing bays across five plants; the first annual report after the October 2025 IPO.

Companies read with the same leading pattern

Other companies whose largest staffing pattern is also Commercial and Service Industry Machinery Manufacturing, 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.

• The Middleby Corporation (MIDD, 8,826 employees)32% now, 43% by 2028
• Pitney Bowes Inc. (PBI, 6,600 employees)43% now, 51% by 2028
• Crane NXT, Co. (CXT, 4,800 employees)27% now, 35% by 2028
• Tennant Company (TNC, 4,484 employees)34% now, 45% by 2028

What the filing says about AI

21 sentences in the filing name AI. The filing says its quality control includes AI-powered defect monitoring, that its digital tools give operators AI-driven insights in plain English, and that its use of AI technologies may not succeed, in 21 sentences.

• “Risks Relating to Data Compliance, Cybersecurity and Artificial Intelligence. ◦ Failure to comply with data privacy and security laws, regulations and other obligations. ◦ Our use of AI technologies may not be successful, which may adversely affect our reputation and business.”
• “The quality control process within our facilities is world-class and includes AI-powered defect monitoring, tests on 100% of machines produced and randomized audits, including full teardowns of finished products.”
• “Recent innovations include our QR code-based payment solution that eliminates the need for app installation, AI- driven operational insights that provide plain-English recommendations to operators and self-healing machine capabilities that can resolve some common issues without technician intervention.”
• “Cyberattacks are expected to accelerate on a global basis in frequency and magnitude as threat actors are becoming increasingly sophisticated in using techniques and tools-including artificial intelligence ("AI")-that circumvent security controls, evade detection and remove forensic evidence.”
• “Our use of AI technologies may not be successful, which may adversely affect our reputation, business 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.

Limits of this reading

• The collector's 3,923 is the full-time count; the headcount is the sum of the stated full-time and part-time parts (rule 2).
• The consumer share at household appliances is by description (c) with no count; the filing describes one manufacturing footprint for both.

Source: the company's annual report on EDGAR, accession 0001317685-26-000011, 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.