Guidewire Software, Inc. (GWRE)
Insurance software publisher with counted services staff. Read November 8, 2026 from the annual report for the period ending July 31, 2026, filed September 11, 2026. Ranked 115 of the 238 Technology companies read so far, by the share within reach now.
Within reach now
50%
projected from METR's April 2026 measurement and Epoch's November 2026 index
End of 2028
73%
Employees, annual report
4,174
Leading staffing pattern
Software Publishers
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.
- Now50%
- End of 202768%
- End of 202873%
- End of 203074%
What changes for its people by the end of 2028, by its industries' figures
- Stays with people 26%
- Becomes checking a model's work 63%
- Handed over with lighter checks 9%
Guidewire states 4,174 employees by function: product development and operations with sales and marketing at software publishing, the 1,015 professional services staff at computer systems design, and the 524 in general and administrative roles at management of companies, 42% in the U.S.
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: 50% now, 68% at the end of 2027, 73% at the end of 2028, 74% at the end of 2030. By the patterns, the work is about 74% desk work, 22% people work and 4% 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 26% of the working time stays with people (conversation, in-person and hands-on work), 63% 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
4,174 employees as of July 31, 2026 (stated). 1,762 employees in the U.S. and 2,412 employees internationally as of July 31, 2026.
The filing: “As of July 31, 2026, we had 4,174 employees, including 2,082 in global product development and operations (comprised of research and development, cloud operations, and technical support), 1,015 in professional services, 553 in sales and marketing, and 524 in general and administrative roles.”
The workforce as industry patterns
| Pattern | Share | Reason, from the filing |
|---|---|---|
| Software Publishers | 63% | Stated counts (a): 2,082 in global product development and operations (research and development, cloud operations and technical support) and 553 in sales and marketing, 2,635 of 4,174, the work of an insurance software publisher, NAICS 5132. |
| Computer Systems Design and Related Services | 24% | Stated count (a): 1,015 professional services employees who implement and configure the platform for insurers, a counted services operation read at computer systems design, NAICS 5415, as integration work is. |
| Management of Companies and Enterprises | 13% | Stated count (a): 524 employees in general and administrative roles, a stated administrative count that rule 6 sends to management of companies. |
What the filing says about the workforce: 2,082 in product development and operations (1,412 research and development, 670 cloud operations and technical support), 1,015 professional services, 553 sales and marketing, 524 general and administrative; 1,762 in the U.S. and 2,412 abroad; no U.S. union representation, works councils in some foreign locations; fiscal year ends July 31.
Companies read with the same leading pattern
Other companies whose largest staffing pattern is also Software Publishers, 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.
- Microsoft (MSFT, 223,000 employees)51% now, 73% by 2028
- Oracle (ORCL, 141,000 employees)51% now, 73% by 2028
- Salesforce, Inc. (CRM, 83,334 employees)51% now, 73% by 2028
- Uber Technologies, Inc. (UBER, 34,000 employees)52% now, 71% by 2028
- DoorDash, Inc. (DASH, 31,400 employees)52% now, 71% by 2028
- Adobe Inc. (ADBE, 31,360 employees)51% now, 73% by 2028
- ServiceNow, Inc. (NOW, 29,187 employees)51% now, 73% by 2028
- Synopsys, Inc. (SNPS, 28,000 employees)51% now, 73% by 2028
What the filing says about AI
63 sentences in the filing name AI. The filing describes its platform as combining core systems of record with digital, analytics and predictive and generative AI capabilities, says predictive analytics and AI can help underwriters and claims professionals improve risk selection and loss outcomes, and names AI among the changes its insurer customers face, in 63 sentences.
- “Our platform combines core systems of record with digital, analytics, and predictive and generative artificial intelligence ("AI") capabilities.”
- “The most significant changes include: 3 Table of Content s increased need for agility and efficiency from core systems to address rapid changes in the industry; an increase in the number of events and insured losses resulting from catastrophes and natural disasters impacting the P&C insurance industry requiring agility and innovation from its core systems; a rise in customer expectations for di...”
- “Predictive analytics and AI technologies can help underwriters and claims professionals improve risk selection and loss outcomes, while automation enables straight-through processing where possible.”
- “At the same time, insurers must balance these gains with transparency and compliance requirements around the use of analytics and AI technologies.”
- “Insurers also face costs from fraud in underwriting and claims and are using analytics and AI technologies to improve detection and reduce related expenses.”
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 20218median 0
- Fiscal 20229median 0
- Fiscal 202324median 1
- Fiscal 202439median 4
- Fiscal 202549median 10
- Fiscal 202663
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 |
|---|---|---|---|
| 2026-07-31 | 4,174 | 2026-09-11 | 10-K |
| 2025-07-31 | 3,772 | 2025-09-11 | 10-K |
| 2024-07-31 | 3,469 | 2024-09-16 | 10-K |
| 2023-07-31 | 3,415 | 2023-09-18 | 10-K |
| 2022-07-31 | 3,376 | 2022-09-26 | 10-K |
| 2021-07-31 | 2,942 | 2021-09-24 | 10-K |
| 2020-07-31 | 2,690 | 2020-09-28 | 10-K |
| 2019-07-31 | 2,355 | 2019-09-30 | 10-K |
| 2018-07-31 | 2,292 | 2018-09-19 | 10-K |
| 2017-07-31 | 1,893 | 2017-09-20 | 10-K |
| 2016-07-31 | 1,536 | 2016-09-15 | 10-K |
| 2015-07-31 | 406 | 2015-09-17 | 10-K |
| 2014-07-31 | 328 | 2014-09-17 | 10-K |
| 2013-07-31 | 330 | 2013-09-27 | 10-K |
| 2012-07-31 | 255 | 2012-09-25 | 10-K |
Limits of this reading
- The professional services organization is read apart at computer systems design as a counted operation; the filing counts it but describes its work only as services.
Source: the company's annual report on EDGAR, accession 0001528396-26-000046, 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 Guidewire Software, 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 Guidewire Software, Inc.'s working time is within reach of AI?
- An estimated 50% now and 73% by the end of 2028, on METR's long-run pace at four in five, from the workforce Guidewire Software, 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 Guidewire Software, Inc. employ?
- 4,174 as of July 31, 2026, as its annual report for the period ending July 31, 2026 states. About 42% in the U.S.
- What kinds of work make up Guidewire Software, Inc.'s workforce?
- Read from its annual report as a blend of 3 industry staffing patterns, the largest Software Publishers; by those patterns the work is about 74% desk work, 22% people work and 4% body work. Each share has a one-sentence reason on this page that can be checked against the filing.
- What does Guidewire Software, Inc.'s annual report say about AI?
- 63 sentences in the filing name AI. Its annual reports for fiscal 2021 to 2026 name it in 8, 9, 24, 39, 49 and 63 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 November 8, 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
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