Guardant Health, Inc. (GH)
Cancer blood testing laboratory, one pattern. Read November 9, 2026 from the annual report for the period ending December 31, 2025, filed February 19, 2026. Ranked 53 of the 145 Healthcare companies read so far, by the share within reach now.
Within reach now
34%
projected from METR's April 2026 measurement and Epoch's November 2026 index
End of 2028
41%
Employees, annual report
2,506
Leading staffing pattern
Medical and Diagnostic Laboratories
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.
- Now34%
- End of 202739%
- End of 202841%
- End of 203041%
What changes for its people by the end of 2028, by its industries' figures
- Stays with people 60%
- Becomes checking a model's work 33%
- Handed over with lighter checks 6%
The filing states 2,506 employees at December 31, 2025, about 2,278 in the U.S., and describes one cancer testing business with no count by function, so the whole workforce is read at medical and diagnostic laboratories by description.
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: 34% now, 39% at the end of 2027, 41% at the end of 2028, 41% at the end of 2030. By the patterns, the work is about 41% desk work, 19% people work and 40% 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), 33% 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
2,506 employees as of December 31, 2025 (stated). Approximately 2,278 of 2,506 employees in the U.S., the rest in Asia, Europe and Canada (stated).
The filing: “As of December 31, 2025, we had 2,506 employees, 2,490 of which are full-time employees and approximately 2,278 of which are in the U.S., with the remainder in Asia, Europe and Canada.”
The workforce as industry patterns
| Pattern | Share | Reason, from the filing |
|---|---|---|
| Medical and Diagnostic Laboratories | 100% | The filing describes a precision oncology company running blood and tissue tests for patients and biopharmaceutical customers from its laboratories, with no count by function, so the whole workforce is read at medical and diagnostic laboratories by description (c). |
What the filing says about the workforce: 2,506 employees at December 31, 2025, 2,490 full-time, about 2,278 in the U.S.; up from 1,999 a year earlier; independent contractors engaged to assist operations; about 51% racially or ethnically diverse and 53% female.
Companies read with the same leading pattern
Other companies whose largest staffing pattern is also Medical and Diagnostic Laboratories, 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.
- Labcorp Holdings Inc. (LH, 71,000 employees)35% now, 45% by 2028
- Quest Diagnostics Incorporated (DGX, 57,000 employees)34% now, 41% by 2028
- RadNet, Inc. (RDNT, 11,264 employees)34% now, 41% by 2028
- Natera, Inc. (NTRA, 6,140 employees)34% now, 41% by 2028
- Lumexa Imaging Holdings, Inc. Common Stock (LMRI, 5,019 employees)34% now, 41% by 2028
- Tempus AI, Inc. (TEM, 3,800 employees)39% now, 51% by 2028
- Myriad Genetics, Inc. (MYGN, 2,700 employees)34% now, 41% by 2028
- NeoGenomics, Inc. (NEO, 2,500 employees)34% now, 41% by 2028
What the filing says about AI
31 sentences in the filing name AI. The filing describes AI analytics in its blood and tissue tests, the GuardantINFORM in-silico research platform built with AI-enabled analytical tools for biopharmaceutical companies, and AI-powered PD-L1 analysis in its tissue test.
- “We are transforming patient care by providing critical insights into what drives disease through our advanced blood and tissue tests, real-world data and AI analytics.”
- “Using data collected from our tests and through AI-enabled analytical tools, we have also developed our GuardantINFORM platform to help biopharmaceutical companies accelerate precision oncology drug development through the use of this in-silico research platform to unlock further insights into tumor evolution and treatment resistance across various biomarker-driven cancers.”
- “Guardant360 Tissue Test To complement our liquid biopsy-based products, we offer Guardant Tissue, the first molecular profiling test for tumor tissue that incorporates comprehensive multiomics analysis, including DNA, RNA, AI-powered PD-L1 and genome-wide methylation data, to provide researchers and cancer care teams with a more comprehensive view of cancer.”
- “This genomic and epigenetic data is first matched with clinically relevant information, and through AI-enabled analytical tools and expertise, unlocks important insights into disease progression and treatment impact that can be fed back into drug discovery and development, as well as clinical research and practice.”
- “Our competitors within the liquid biopsy space for therapy selection include Foundation Medicine, Inc., which was acquired by Roche Holdings, Inc. in 2018; Caris Life Sciences, Inc.; Tempus AI, Inc.; NeoGenomics, Inc.; Exact Sciences Corporation; BillionToOne, Inc.; Quest Diagnostics, Inc.; and Laboratory Corporation of America.”
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 20215median 0
- Fiscal 20223median 0
- Fiscal 20233median 1
- Fiscal 202411median 4
- Fiscal 202531median 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 | 2,490 | 2026-02-19 | 10-K |
| 2024-12-31 | 1,999 | 2025-02-20 | 10-K |
| 2023-12-31 | 1,768 | 2024-02-22 | 10-K |
| 2022-12-31 | 1,793 | 2023-02-23 | 10-K |
| 2021-12-31 | 1,373 | 2022-02-24 | 10-K |
| 2020-12-31 | 864 | 2021-02-25 | 10-K |
| 2019-12-31 | 622 | 2020-03-02 | 10-K |
| 2018-12-31 | 454 | 2019-03-19 | 10-K |
Limits of this reading
- The Index row carries the 2,490 full-time count; the filing states 2,506 employees in all (rule 2).
- Independent contractors assisting operations are not counted (rule 8).
- No count by function; the research and biopharma data staff are inside the laboratory pattern (c).
Source: the company's annual report on EDGAR, accession 0001576280-26-000013, 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 Guardant Health, 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 Guardant Health, Inc.'s working time is within reach of AI?
- An estimated 34% now and 41% by the end of 2028, on METR's long-run pace at four in five, from the workforce Guardant Health, 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 Guardant Health, Inc. employ?
- 2,506 as of December 31, 2025, as its annual report for the period ending December 31, 2025 states. About 91% in the U.S.
- What kinds of work make up Guardant Health, Inc.'s workforce?
- Read from its annual report as a blend of 1 industry staffing pattern, the largest Medical and Diagnostic Laboratories; by those patterns the work is about 41% desk work, 19% people work and 40% body work. Each share has a one-sentence reason on this page that can be checked against the filing.
- What does Guardant Health, Inc.'s annual report say about AI?
- 31 sentences in the filing name AI. Its annual reports for fiscal 2021 to 2025 name it in 5, 3, 3, 11 and 31 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 9, 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.