# Paralegals and Legal Assistants

US SOC code 23-2011. Markdown version of https://futurehistory.earth/timeline/23-2011

Also called: Paralegal, Legal assistant, Litigation paralegal, Corporate paralegal, Real estate paralegal.

## In brief

In May 2025, [BLS](https://www.bls.gov/oes/special-requests/oesm25nat.zip) counted **392,880** US paralegals and legal assistants, with median pay of **$62,890** a year. Of the BLS counts since 2012, the May 2025 count is the highest. The earliest figure here is [an estimate](https://oldsite.nala.org/about-nala/nala-history/nala-history) of **15,000** from 1975, not measured the same way as today's count. The last full technology era for paralegals and legal assistants: Casetext CoCounsel, 2023.

## What the sources say

### Official outlook

BLS projects little or no change in employment from 2025 to 2035 (-0.3%). Source: [BLS Employment Projections 2025-35](https://data.bls.gov/projections/nationalMatrix?queryParams=23-2011&ioType=o).

### AI exposure studies

- **44%** of work tasks in legal occupations, this job's group, are exposed to automation by AI. Not a forecast of job losses. [Goldman Sachs, 2023](https://www.gspublishing.com/content/research/en/reports/2023/03/27/d64e052b-0f6e-45d7-967b-d7be35fabd16.pdf)
- **45%** of this job's tasks are exposed to large language models. Not a forecast of job losses. [Eloundou and others, 2023](https://github.com/openai/GPTs-are-GPTs/blob/main/data/occ_level.csv)
- **0.94** estimated probability that the whole occupation could be computerised, over an unspecified number of years. Not a forecast of job losses. [Frey and Osborne, 2013](https://oms-www.files.svdcdn.com/production/downloads/academic/The_Future_of_Employment.pdf)

### Since the 2013 prediction

In 2013, Frey and Osborne put this job's probability of computerisation at 0.94. BLS counted **271,320** of these jobs in May 2013 and **392,880** in May 2025 (+45%, a change derived by Future History).

Data as of BLS OEWS May 2025; BLS Employment Projections 2025-35. BLS publishes these counts as yearly survey snapshots and cautions against reading them as a precise trend. In May 2021 BLS changed how it estimates these counts (a model-based method using three years of survey data) and moved fully to the 2018 occupation codes, so part of a change across 2021 can come from the method rather than the work.

## Paralegals and Legal Assistants employment and pay by year

- On record since: 1968
- Latest US employment: 392,880 (May 2025). Source: BLS OEWS May 2025 [4]
- Latest US median pay: $62,890 (May 2025). Source: BLS OEWS May 2025 [9]
- Outlook: -0.3% by 2035. Source: BLS Employment Projections 2025-35 [27]

### In other countries

The latest figure each country's statistics agency publishes for this job. Each uses its own occupation definition, survey basis and currency, so the numbers are not directly comparable with each other or with the US figures.

- **Canada** (NOC 42200)
  - Employment, 2020: 31,205. Source: Statistics Canada Census 2021 [5]. Statistics Canada Census of Population 2021: number of persons with employment income in NOC 42200 Paralegals and related occupations, Canada, reference year 2020. A recipients basis (anyone with employment income during the year), slightly broader than a point-in-time employed count. Statistics Canada Open Licence.
  - Median pay, 2020: C$62,000. Source: Statistics Canada Census 2021 [11]. Statistics Canada Census of Population 2021 (Table 98-10-0586): median employment income for NOC 42200 Paralegals and related occupations, Canada, reference year 2020, full-year full-time workers (the basis comparable to the US OEWS full-time median). Statistics Canada Open Licence.
- **United Kingdom** (UK SOC 3520)
  - Employment, 2025: 41,000. Source: ONS ASHE 2025 [6]. ONS Annual Survey of Hours and Earnings (Table 14): employee jobs in SOC 3520 Legal associate professionals, United Kingdom, 2025 (ASHE "number of jobs", thousands x1000; excludes self-employment). Open Government Licence v3.0.
  - Median pay, 2025: £32,438. Source: ONS ASHE 2025 [12]. ONS Annual Survey of Hours and Earnings (Table 14.7a): median gross annual pay for all employee jobs in SOC 3520 Legal associate professionals, United Kingdom, 2025. Open Government Licence v3.0.
- **Australia** (ANZSCO 5992)
  - Employment, 2025: 22,400. Source: ABS Labour Force Survey [7]. ABS Labour Force Survey (Detailed), table EQ08: employed persons in ANZSCO 5992 Court and Legal Clerks, national (summed across sex and state/territory), annual average of 4 quarterly estimates.
  - Median pay, 2025: A$69,940. Source: ABS Employee Earnings May 2025 [13]. Annualised (x52) from A$1,345 median weekly earnings. ABS Survey of Employee Earnings and Hours, May 2025: median pay for full-time non-managerial employees paid at the adult rate, before tax. Surfaced via the Jobs and Skills Australia occupation profile.

### All 26 years of cited US data

| Year | US employment | Annual pay (median unless marked) | Source |
| --- | --- | --- | --- |
| 1975 | 15,000 (estimate) | n/a | Est., NALA History [1] |
| 1986 | 98,000 (estimate) | n/a | Est., Wikipedia [2] |
| 2000 | 179,330 | $35,360 | BLS OEWS 2000 [3] |
| 2003 | 206,700 | $37,930 | BLS OEWS May 2003 [4] |
| 2004 | 210,020 | $39,130 | BLS OEWS May 2004 [4] |
| 2005 | 217,700 | $41,170 | BLS OEWS May 2005 [4] |
| 2006 | 229,430 | $43,040 | BLS OEWS May 2006 [4] |
| 2007 | 241,270 | $44,990 | BLS OEWS May 2007 [4] |
| 2008 | 253,040 | $46,120 | BLS OEWS May 2008 [4] |
| 2009 | 246,810 | $46,980 | BLS OEWS May 2009 [4] |
| 2010 | 247,940 | $46,680 | BLS OEWS May 2010 [4] |
| 2011 | 252,250 | $46,730 | BLS OEWS May 2011 [4] |
| 2012 | 267,030 | $46,990 | BLS OEWS May 2012 [4] |
| 2013 | 271,320 | $47,570 | BLS OEWS May 2013 [4] |
| 2014 | 272,580 | $48,350 | BLS OEWS May 2014 [4] |
| 2015 | 271,930 | $48,810 | BLS OEWS May 2015 [4] |
| 2016 | 277,310 | $49,500 | BLS OEWS May 2016 [4] |
| 2017 | 290,410 | $50,410 | BLS OEWS May 2017 [4] |
| 2018 | 309,940 | $50,940 | BLS OEWS May 2018 [4] |
| 2019 | 329,870 | $51,740 | BLS OEWS May 2019 [4] |
| 2020 | 332,720 | $52,920 | BLS OEWS May 2020 [4] |
| 2021 | 336,250 | $56,230 | BLS OEWS May 2021 [4] |
| 2022 | 345,240 | $59,200 | BLS OEWS May 2022 [4] |
| 2023 | 354,890 | $60,970 | BLS OEWS May 2023 [4] |
| 2024 | 367,220 | $61,010 | BLS OEWS May 2024 [4] |
| 2025 | 392,880 | $62,890 | BLS OEWS May 2025 [4] |

## Sources (113)

### Employment series

1. [NALA History — National Association of Legal Assistants founding records](https://oldsite.nala.org/about-nala/nala-history/nala-history), NALA
2. [Wikipedia — Paralegal (employment history section)](https://en.wikipedia.org/wiki/Paralegal), Wikipedia
3. [BLS OES 2000 national estimates (flat file)](https://www.bls.gov/oes/special-requests/oes00nat.zip), Bureau of Labor Statistics
4. BLS OEWS, national cross-industry estimates (flat file), Bureau of Labor Statistics. Editions: [2003](https://www.bls.gov/oes/special-requests/oesm03nat.zip), [2004](https://www.bls.gov/oes/special-requests/oesm04nat.zip), [2005](https://www.bls.gov/oes/special-requests/oesm05nat.zip), [2006](https://www.bls.gov/oes/special-requests/oesm06nat.zip), [2007](https://www.bls.gov/oes/special-requests/oesm07nat.zip), [2008](https://www.bls.gov/oes/special-requests/oesm08nat.zip), [2009](https://www.bls.gov/oes/special-requests/oesm09nat.zip), [2010](https://www.bls.gov/oes/special-requests/oesm10nat.zip), [2011](https://www.bls.gov/oes/special-requests/oesm11nat.zip), [2012](https://www.bls.gov/oes/special-requests/oesm12nat.zip), [2013](https://www.bls.gov/oes/special-requests/oesm13nat.zip), [2014](https://www.bls.gov/oes/special-requests/oesm14nat.zip), [2015](https://www.bls.gov/oes/special-requests/oesm15nat.zip), [2016](https://www.bls.gov/oes/special-requests/oesm16nat.zip), [2017](https://www.bls.gov/oes/special-requests/oesm17nat.zip), [2018](https://www.bls.gov/oes/special-requests/oesm18nat.zip), [2019](https://www.bls.gov/oes/special-requests/oesm19nat.zip), [2020](https://www.bls.gov/oes/special-requests/oesm20nat.zip), [2021](https://www.bls.gov/oes/special-requests/oesm21nat.zip), [2022](https://www.bls.gov/oes/special-requests/oesm22nat.zip), [2023](https://www.bls.gov/oes/special-requests/oesm23nat.zip), [2024](https://www.bls.gov/oes/special-requests/oesm24nat.zip), [2025](https://www.bls.gov/oes/special-requests/oesm25nat.zip)
5. [Statistics Canada, Census of Population 2021, Table 98-10-0586 (Employment income statistics by occupation unit group, NOC 2021), income reference year 2020](https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=9810058601), Statistics Canada
6. ONS: Annual Survey of Hours and Earnings, Table 14.7a (Annual pay - Gross), 4-digit SOC 3520, United Kingdom. Office for National Statistics, Annual Survey of Hours and Earnings, Table 14. Licensed under the Open Government Licence v3.0., Office for National Statistics. Editions: [2002](https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2002/2002-table-14.zip), [2006](https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2006consistentw_007methodology/2006-table-14.zip), [2010](https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2010revised/2010-revised-table-14.zip), [2011](https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2011revisedbasedonsoc2010/2011-revised-table-14.zip), [2015](https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2015/table142015revised.zip), [2020](https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2020revised/table142020revised.zip), [2022](https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2022revised/ashetable142022revised.zip), [2025](https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2025provisional/ashetable142025provisional.zip)
7. [ABS: Labour Force, Australia, Detailed, table EQ08 (Employed persons by Occupation unit group, ANZSCO 2013), latest release](https://www.abs.gov.au/statistics/labour/employment-and-unemployment/labour-force-australia-detailed/latest-release), Australian Bureau of Statistics

### Wage series

8. [BLS OES 2000 national estimates (flat file)](https://www.bls.gov/oes/special-requests/oes00nat.zip), Bureau of Labor Statistics
9. BLS OEWS, national cross-industry estimates (flat file), Bureau of Labor Statistics. Editions: [2003](https://www.bls.gov/oes/special-requests/oesm03nat.zip), [2004](https://www.bls.gov/oes/special-requests/oesm04nat.zip), [2005](https://www.bls.gov/oes/special-requests/oesm05nat.zip), [2006](https://www.bls.gov/oes/special-requests/oesm06nat.zip), [2007](https://www.bls.gov/oes/special-requests/oesm07nat.zip), [2008](https://www.bls.gov/oes/special-requests/oesm08nat.zip), [2009](https://www.bls.gov/oes/special-requests/oesm09nat.zip), [2010](https://www.bls.gov/oes/special-requests/oesm10nat.zip), [2011](https://www.bls.gov/oes/special-requests/oesm11nat.zip), [2012](https://www.bls.gov/oes/special-requests/oesm12nat.zip), [2013](https://www.bls.gov/oes/special-requests/oesm13nat.zip), [2014](https://www.bls.gov/oes/special-requests/oesm14nat.zip), [2015](https://www.bls.gov/oes/special-requests/oesm15nat.zip), [2016](https://www.bls.gov/oes/special-requests/oesm16nat.zip), [2017](https://www.bls.gov/oes/special-requests/oesm17nat.zip), [2018](https://www.bls.gov/oes/special-requests/oesm18nat.zip), [2019](https://www.bls.gov/oes/special-requests/oesm19nat.zip), [2020](https://www.bls.gov/oes/special-requests/oesm20nat.zip), [2021](https://www.bls.gov/oes/special-requests/oesm21nat.zip), [2022](https://www.bls.gov/oes/special-requests/oesm22nat.zip), [2023](https://www.bls.gov/oes/special-requests/oesm23nat.zip), [2025](https://www.bls.gov/oes/special-requests/oesm25nat.zip)
10. [BLS OEWS May 2024, national cross-industry estimates (flat file)](https://www.bls.gov/oes/special-requests/oesm24nat.zip), U.S. Bureau of Labor Statistics
11. [Statistics Canada, Census of Population 2021, Table 98-10-0586 (Employment income statistics by occupation unit group, NOC 2021), income reference year 2020](https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=9810058601), Statistics Canada
12. ONS: Annual Survey of Hours and Earnings, Table 14.7a (Annual pay - Gross), 4-digit SOC 3520, United Kingdom. Office for National Statistics, Annual Survey of Hours and Earnings, Table 14. Licensed under the Open Government Licence v3.0., Office for National Statistics. Editions: [2002](https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2002/2002-table-14.zip), [2006](https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2006consistentw_007methodology/2006-table-14.zip), [2010](https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2010revised/2010-revised-table-14.zip), [2011](https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2011revisedbasedonsoc2010/2011-revised-table-14.zip), [2015](https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2015/table142015revised.zip), [2020](https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2020revised/table142020revised.zip), [2022](https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2022revised/ashetable142022revised.zip), [2025](https://www.ons.gov.uk/file?uri=/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2025provisional/ashetable142025provisional.zip)
13. [Jobs and Skills Australia: Court and Legal Clerks (ABS Survey of Employee Earnings and Hours, May 2025)](https://www.jobsandskills.gov.au/data/occupation-and-industry-profiles/occupations/5992-court-and-legal-clerks), Jobs and Skills Australia / Australian Bureau of Statistics

### Tool eras

14. [Wikipedia — Paralegal (history and emergence)](https://en.wikipedia.org/wiki/Paralegal), Wikipedia
15. [Wikipedia — Westlaw (history and 1975 launch)](https://en.wikipedia.org/wiki/Westlaw), Wikipedia
16. [Wikipedia — WordPerfect (legal market adoption)](https://en.wikipedia.org/wiki/WordPerfect), Wikipedia
17. [Wikipedia — CM/ECF (PACER federal electronic filing system)](https://en.wikipedia.org/wiki/PACER_%28law%29), Wikipedia
18. [Relativity / KLDiscovery — "Offering since 2006" (Concordance/Summation preceded Relativity as the marquee platforms)](https://www.kldiscovery.com/solutions/relativity-software), KLDiscovery
19. [Wikipedia — Legal outsourcing (India LPO boom, Pangea3)](https://en.wikipedia.org/wiki/Legal_outsourcing), Wikipedia
20. [Da Silva Moore v. Publicis Groupe (S.D.N.Y. 2012) — first court approval of predictive coding](https://law.justia.com/cases/federal/district-courts/new-york/nysdce/1:2011cv01279/375665/96/), Justia / US District Court S.D.N.Y.
21. [Rally — "Introducing Spellbook, the first AI contract drafting tool powered by GPT-3"](https://www.rallylegal.com/blog/rally-launches-spellbook-the-first-ai-contract-drafting-tool-powered-by-gpt-3), Rally / Spellbook
22. [Legal IT Insider — "Allen & Overy breaks the internet with co-pilot Harvey" (Feb 16, 2023)](https://legaltechnology.com/allen-overy-breaks-the-internet-and-new-ground-with-co-pilot-harvey/), Legal IT Insider
23. [Wikipedia — Harvey (software)](https://en.wikipedia.org/wiki/Harvey_%28software%29), Wikipedia
24. [Thomson Reuters press release — "Signs definitive agreement to acquire Casetext" (June 26, 2023)](https://www.thomsonreuters.com/en/press-releases/2023/june/thomson-reuters-corporation-signs-definitive-agreement-to-acquire-casetext), Thomson Reuters
25. [TechCrunch — "Thomson Reuters buys Casetext, an AI legal tech startup, for $650M in cash"](https://techcrunch.com/2023/06/26/thomson-reuters-buys-casetext-an-ai-legal-tech-startup-for-650m-in-cash/), TechCrunch
26. [LawNext — "LexisNexis Rolls Out Lexis+ AI for General Availability" (October 2023)](https://www.lawnext.com/2023/10/lexisnexis-rolls-out-lexis-ai-for-general-availability-promising-hallucination-free-answers-to-legal-questions.html), LawNext / LexisNexis

### Forecasts and exposure studies

27. [BLS Employment Projections 2025-35, National Employment Matrix: 23-2011 Paralegals and legal assistants (2025: 404.9 thousand; 2035: 403.8 thousand; -0.3%)](https://data.bls.gov/projections/nationalMatrix?queryParams=23-2011&ioType=o), Bureau of Labor Statistics
28. [Frey & Osborne (2013), "The Future of Employment: How Susceptible Are Jobs to Computerisation?", Appendix (SOC 23-2011 Paralegals and Legal Assistants: probability 0.94, rank 609 of 702)](https://oms-www.files.svdcdn.com/production/downloads/academic/The_Future_of_Employment.pdf), Oxford Martin School, University of Oxford
29. [Briggs & Kodnani, "The Potentially Large Effects of Artificial Intelligence on Economic Growth", Goldman Sachs Global Economics Analyst (26 March 2023), Exhibit 5 (US): legal 44%](https://www.gspublishing.com/content/research/en/reports/2023/03/27/d64e052b-0f6e-45d7-967b-d7be35fabd16.pdf), Goldman Sachs Global Investment Research
30. [Eloundou, Manning, Mishkin & Rock (2023), "GPTs are GPTs", occupation-level exposure data occ\_level.csv (O\*NET-SOC 23-2011.00, human-rated β 0.45)](https://github.com/openai/GPTs-are-GPTs/blob/main/data/occ_level.csv), OpenAI

### Historical notes

31. [Wikipedia — Paralegal (ABA recognition history)](https://en.wikipedia.org/wiki/Paralegal), Wikipedia
32. [ABA Standing Committee on Paralegals — background](https://www.americanbar.org/groups/paralegals/), American Bar Association
33. [NALA History — founding records](https://oldsite.nala.org/about-nala/nala-history/nala-history), NALA
34. [Justia — Da Silva Moore v. Publicis Groupe et al, No. 1:2011cv01279 (S.D.N.Y. 2012)](https://law.justia.com/cases/federal/district-courts/new-york/nysdce/1:2011cv01279/375665/96/), Justia / US District Court S.D.N.Y.
35. [Wikipedia — Mata v. Avianca, Inc. (ChatGPT hallucination sanctions case)](https://en.wikipedia.org/wiki/Mata_v._Avianca,_Inc.), Wikipedia
36. [Thomson Reuters — acquisition completion announcement (August 2023)](https://www.thomsonreuters.com/en/press-releases/2023/august/thomson-reuters-completes-acquisition-of-casetext-inc), Thomson Reuters
37. [O\*NET 23-2011.00 — BLS Occupational Outlook 2024-34](https://www.onetonline.org/link/summary/23-2011.00), O\*NET / BLS

### Predecessors & successors

38. [Wikipedia — Paralegal (emergence from legal secretary role)](https://en.wikipedia.org/wiki/Paralegal), Wikipedia
39. [NALA History — early membership came from law office workers upskilling into formal paralegal roles](https://oldsite.nala.org/about-nala/nala-history/nala-history), NALA

### Present-day analysis

- [Eloundou et al. 2024 — GPTs are GPTs (Science)](https://arxiv.org/abs/2303.10130), accessed 2026-05-22
- [O\*NET 30.3 — Paralegals and Legal Assistants (23-2011.00)](https://www.onetonline.org/link/summary/23-2011.00), accessed 2026-05-22
- [Goldman Sachs (2023) — Generative AI could automate 44% of legal tasks (via CNBC)](https://www.cnbc.com/2023/03/28/ai-automation-could-impact-300-million-jobs-heres-which-ones.html), accessed 2026-05-22
- [Artificial Lawyer — Goldman Sachs (Aug 2025) softens legal AI risk to ~17%](https://www.artificiallawyer.com/2025/08/18/just-1-7-of-legal-jobs-at-ai-risk-goldman-sachs/), accessed 2026-05-22
- [LawSites — Thomson Reuters Future of Professionals 2025 (document review 77%, legal research 74%)](https://www.lawnext.com/2025/04/thomson-reuters-survey-over-95-of-legal-professionals-expect-gen-ai-to-become-central-to-workflow-within-five-years.html), accessed 2026-05-22
- [Robert Half — 2026 Legal Salary Guide](https://www.roberthalf.com/us/en/insights/salary-guide/legal), accessed 2026-05-22
- [Robert Half — 2026 Legal Job Market: In-Demand Roles and Hiring Trends](https://www.roberthalf.com/us/en/insights/research/data-reveals-which-legal-roles-are-in-highest-demand), accessed 2026-05-22
- [BLS Occupational Outlook Handbook — Paralegals and Legal Assistants](https://www.bls.gov/ooh/legal/paralegals-and-legal-assistants.htm), accessed 2026-05-22
- [Harvey AI — Platform Overview](https://www.harvey.ai/platform), accessed 2026-05-22
- [LexisNexis — Lexis+ with Protégé Launch (Feb 2026)](https://www.lawnext.com/2026/02/lexisnexis-launches-lexis-with-protege-replacing-lexis-ai-with-an-end-to-end-workflow-platform.html), accessed 2026-05-22
- [Thomson Reuters — CoCounsel reaches 1M users (Feb 2026)](https://legaltechnology.com/cocounsel-now-available-to-one-million-professionals-says-thomson-reuters/), accessed 2026-05-22
- [Relativity — aiR for Review general availability (Q3 2024)](https://www.artificiallawyer.com/2024/06/26/relativitys-new-genai-ediscovery-tool-air-for-review-rolls-out-q3/), accessed 2026-05-22
- [Spellbook — Library Smart Clause Drafting launch (Jul 2025)](https://www.lawnext.com/2025/07/introducing-spellbook-library-contract-ai-that-learns-from-your-precedents.html), accessed 2026-05-22
- [Harvey AI — $11B valuation, 100k+ users across 1,300 orgs (Mar 2026)](https://www.cnbc.com/2026/03/25/legal-ai-startup-harvey-raises-200-million-at-11-billion-valuation.html), accessed 2026-05-22
- [Relativity — aiR for Privilege saves healthcare client $3M, 20→2 weeks](https://www.relativity.com/artificial-intelligence/), accessed 2026-05-22
- [Spellbook — Contract Review landing page](https://spellbook.com/), accessed 2026-05-22
- [Magesh et al., Journal of Empirical Legal Studies (2025) — Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools (Lexis+ AI ~17% hallucination rate)](https://onlinelibrary.wiley.com/doi/full/10.1111/jels.12413), accessed 2026-05-22

How to read these figures: https://futurehistory.earth/methodology. Every figure links to its own source; gaps stay gaps.