Veeva Systems Inc. (VEEV)
Life sciences cloud software, 7,928 employees. Read October 19, 2026 from the annual report for the period ending January 31, 2026, filed March 20, 2026. Ranked 75 of the 155 Technology companies read so far, by the share within reach now.
Within reach now
25%
End of 2028
69%
Employees, annual report
7,928
Leading staffing pattern
Software Publishers
Share of the working time within reach, long-run pace, four times in five
- Now25%
- End of 202755%
- End of 202869%
- End of 203075%
What changes for its people by the end of 2028, by its industries' figures
- Stays with people 25%
- Becomes checking a model's work 58%
- Handed over with lighter checks 10%
A software company whose filing states 7,928 employees and nothing by function, so the whole workforce is read at software publishers.
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: 25% now, 55% at the end of 2027, 69% at the end of 2028, 75% at the end of 2030. By the patterns, the work is about 75% desk work, 23% people work and 2% 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 25% of the working time stays with people (conversation, in-person and hands-on work), 58% becomes checking a model's work and 10% could be handed over with lighter checks, from the industries' own figures, not the company's roles.
Headcount
7,928 employees as of January 31, 2026 (stated). Not stated: the filing counts no employees by country; the data service's 61% North America is revenue.
The filing: “As of January 31, 2026, we had 7,928 employees worldwide, up by 637 from the previous year.”
The workforce as industry patterns
| Pattern | Share | Reason, from the filing |
|---|---|---|
| Software Publishers | 100% | By description (c): the filing describes cloud software for life sciences sold by subscription (84% of revenue) with professional services beside it, built by its R&D organization and sold by direct sales teams, with no count by function, so the whole workforce is read at software publishers. |
What the filing says about the workforce: 7,928 employees worldwide as of January 31, 2026, up 637 in the year; no U.S. union representation, local workers' councils in certain foreign locations; no non-compete agreements required.
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.
- Microsoft (MSFT, 223,000 employees)25% now, 69% by 2028
- Oracle (ORCL, 141,000 employees)26% now, 69% by 2028
- Salesforce, Inc. (CRM, 83,334 employees)25% now, 69% by 2028
- Uber Technologies, Inc. (UBER, 34,000 employees)29% now, 67% by 2028
- DoorDash, Inc. (DASH, 31,400 employees)29% now, 67% by 2028
- Adobe Inc. (ADBE, 31,360 employees)25% now, 69% by 2028
- ServiceNow, Inc. (NOW, 29,187 employees)25% now, 69% by 2028
- Synopsys, Inc. (SNPS, 28,000 employees)25% now, 69% by 2028
What the filing says about AI
21 sentences in the filing name AI. The filing describes Veeva AI, agentic AI added to its Vault platform with industry-specific agents that work inside its applications, using large language models from Anthropic and Amazon hosted on Amazon Bedrock.
- “Veeva AI adds agentic artificial intelligence ("AI") to our proprietary Veeva Vault platform and deep, industry-specific agents for Veeva applications.”
- “Veeva AI Agents work seamlessly within Veeva applications and have direct, secure access to data, documents, and workflows.”
- “Vault CRM includes the full functionality of our legacy product, Veeva CRM , with additional applications such as Campaign Manager for coordination across engagement channels, Patient CRM for patient services, and integrated AI Agents that enhance field productivity and data quality by providing data-driven pre-call insights, enabling voice-activated data entry and follow-up actions, and identi...”
- “PromoMats also includes integrated AI Agents that assist with document review.”
- “Moreover, our AI Agents use large language models from Anthropic and Amazon, hosted on Amazon Bedrock.”
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 20212median 0
- Fiscal 20220median 0
- Fiscal 20233median 1
- Fiscal 202411median 4
- Fiscal 202521median 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 |
|---|---|---|---|
| 2026-01-31 | 7,928 | 2026-03-20 | 10-K |
| 2025-01-31 | 7,291 | 2025-03-24 | 10-K |
| 2024-01-31 | 7,172 | 2024-03-25 | 10-K |
| 2023-01-31 | 6,744 | 2023-03-30 | 10-K |
| 2022-01-31 | 5,482 | 2022-03-30 | 10-K |
| 2021-01-31 | 4,506 | 2021-03-30 | 10-K |
| 2020-01-31 | 3,501 | 2020-03-30 | 10-K |
| 2019-01-31 | 2,553 | 2019-03-28 | 10-K |
| 2018-01-31 | 2,171 | 2018-03-30 | 10-K |
| 2017-01-31 | 1,794 | 2017-03-30 | 10-K |
| 2016-01-31 | 1,474 | 2016-03-31 | 10-K |
| 2015-01-31 | 951 | 2015-04-01 | 10-K |
| 2014-01-31 | 725 | 2014-03-18 | 10-K |
Limits of this reading
- The U.S. share is not stated.
Source: the company's annual report on EDGAR, accession 0001393052-26-000014, 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 Veeva Systems 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 Veeva Systems Inc.'s working time is within reach of AI?
- An estimated 25% now and 69% by the end of 2028, on METR's long-run pace at four in five, from the workforce Veeva Systems 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 Veeva Systems Inc. employ?
- 7,928 as of January 31, 2026, as its annual report for the period ending January 31, 2026 states.
- What kinds of work make up Veeva Systems Inc.'s workforce?
- Read from its annual report as a blend of 1 industry staffing pattern, the largest Software Publishers; by those patterns the work is about 75% desk work, 23% people work and 2% body work. Each share has a one-sentence reason on this page that can be checked against the filing.
- What does Veeva Systems Inc.'s annual report say about AI?
- 21 sentences in the filing name AI. Its annual reports for fiscal 2021 to 2025 name it in 2, 0, 3, 11 and 21 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.