curated market intelligence

THE
SIGNAL

Cited data points on legal tech, AI, and the business of law. Sourced. Searchable. Always growing.

2,446 STATS
662 SOURCES
20162026
Explore the data ↓

Last updated 18 May 2026

I have been collecting reports, surveys, and research on the legal industry for years. The problem was always doing anything useful with them - they sat in folders, half-remembered, impossible to search across. It was only with the arrival of LLMs that I could actually extract and structure the data points buried inside them at any kind of scale.

So that is what this is. Every interesting stat I come across - funding rounds, adoption numbers, benchmark results, workforce shifts - goes into the database with its source and date. I started doing it for my own slide decks, client conversations, and newsletter editions, but it felt like something worth sharing. Finding a solid, cited number when you need one is surprisingly hard, and most of us end up writing “according to industry estimates” because we cannot find the actual figure fast enough.

Search it, filter it, copy what you need. I update it whenever there is a reason to - a major report dropping, a backlog of new stats worth pushing out, or when I notice the last refresh was a while ago. It is also interesting to rewind through the timeline and see which promises came true and which disappeared.

DON’T TRUST...
/ VERIFY

Every stat in here has a source and a date, but I have not personally verified every single one. Cross-checking 1,600+ data points against original reports is expensive and slow, so the honest position is: treat this as a starting point, not a final answer.

What I actually do before I drop a number into a client deck or a newsletter is run the Claude Code skill below against the specific stats I care about. It spawns parallel research agents, finds the original source, cross-references against independent reporting, and flags anything that does not match.

Basically: check yourself before you wreck yourself.

Copy the skill, drop it into ~/.claude/skills/verify/SKILL.md, and run /verify on whatever you are about to cite.

Source

All 2,446 stats

AdoptionAnalyst
2026

69% of legal professionals personally use general-purpose AI for work (up from 31% in 2025, 27% in 2024)

8am 2026 Legal Industry Report

AdoptionAnalyst
2026

82% of immigration lawyers use general-purpose AI - highest by practice area

8am 2026 Legal Industry Report

AdoptionAnalyst
2026

42% personally use legal-specific AI tools

8am 2026 Legal Industry Report

AdoptionAnalyst
2026

28% use generative AI every day; 71% at least once per week; only 19% never

8am 2026 Legal Industry Report

AdoptionAnalyst
2026

38% of AI users save 1-5 hours/week; 14% save 6-10 hours; 61% report measurable time savings

8am 2026 Legal Industry Report

AdoptionAnalyst
2026

46% of firms adopted general-purpose AI; 58% among firms with 20+ lawyers

8am 2026 Legal Industry Report

AdoptionAnalyst
2026

34% of firms adopted legal-specific AI, up from 21% last year

8am 2026 Legal Industry Report

RegulatoryAnalyst
2026

43% of firms have no formal AI policy and no plans to create one; only 9% have enforced policy

8am 2026 Legal Industry Report

WorkforceAnalyst
2026

54% of firms provide no AI training and have no plans to; only 11% mandatory

8am 2026 Legal Industry Report

ClientAnalyst
2026

Only 6% said clients requesting AI-related price reductions; 83% said "not yet"

8am 2026 Legal Industry Report

ClientAnalyst
2026

Only 3% said clients frequently ask to demonstrate AI efficiency; 75% "not at all"

8am 2026 Legal Industry Report

MarketAnalyst
2026

29% identified AI as top ROI investment next 3 years; rises to 51% among firms with 21+ lawyers

8am 2026 Legal Industry Report

WorkforceAnalyst
2026

39% expect fewer paralegal/support roles; 21% expect fewer junior associates

8am 2026 Legal Industry Report

WorkforceAnalyst
2026

60% expect AI to impact more than 25% of routine legal tasks within 5 years

8am 2026 Legal Industry Report

WorkforceAnalyst
2026

Technical fluency with AI ranked most valuable future skill at 61%

8am 2026 Legal Industry Report

CriticalAnalyst
2026

62% of lawyers agreed the rule of law is under threat in the US

8am 2026 Legal Industry Report

MarketAnalyst
2026

72% identified cost of legal services as primary barrier to access to justice

8am 2026 Legal Industry Report

AdoptionVendor
2026

94% said Legora enables faster client response (31 firms, 14 countries)

Legora ROI Report (Ari Kaplan)

AdoptionVendor
2026

65% said tasks that used to take hours now take minutes

Legora ROI Report (Ari Kaplan)

AdoptionVendor
2026

4,500 trade slips reviewed with 75% time savings on 130-hour project

Legora ROI Report (Ari Kaplan)

MarketVendor
2026

Average 4.3 non-billable hours saved per lawyer per week

Legora ROI Report (Ari Kaplan)

MarketVendor
2026

Potential $6.9M additional yearly billing per 100 lawyers

Legora ROI Report (Ari Kaplan)

AdoptionVendor
2026

71% said Legora identifies issues they would have missed

Legora ROI Report (Ari Kaplan)

AdoptionVendor
2026

74% rated likelihood of recommending Legora as 9 or 10 out of 10

Legora ROI Report (Ari Kaplan)

WorkforceVendor
2026

68% of mid-level associates cited as primary time-savings beneficiaries

Legora ROI Report (Ari Kaplan)

MarketVendor
2026

42% reported Legora helped win new work

Legora ROI Report (Ari Kaplan)

AdoptionVendor
2026

55% said Legora replaced or reduced need for other tools

Legora ROI Report (Ari Kaplan)

AdoptionVendor
2026

Contract review: 15-45 min per contract with Legora vs 60-90 min without

Legora ROI Report (Ari Kaplan)

MarketVendor
2026

39% said Legora enables easier AFA/fixed-fee pricing

Legora ROI Report (Ari Kaplan)

MarketAnalyst
2026

96% of law firms raised rates in 2025

BigHand Annual Law Firm Finance Report

MarketAnalyst
2026

89% of firms saw higher write-offs in 2025; 88% expect more in 2026

BigHand Annual Law Firm Finance Report

ClientAnalyst
2026

AFA requests rose from 29% in 2024 to 47% in 2025

BigHand Annual Law Firm Finance Report

MarketAnalyst
2026

50% of firms cite aged WIP as top concern (up from 32% last year)

BigHand Annual Law Firm Finance Report

RegulatoryNews/Media
Apr-May 2026

Oregon federal judge orders ~$110,000 in combined sanctions + opposing fees for AI-fabricated citations in vineyard inheritance dispute - largest single AI-hallucination penalty to date

NPR / ABA Journal / OPB

AdoptionNews/Media
2026

70% of attorneys at law firms now use AI at least once a week

Legal Technology Hub

AdoptionNews/Media
2026

Only 23% of in-house lawyers use AI tools daily; 27% haven't used them in the past six months

Bloomberg Law

AdoptionNews/Media
2026

One-third of regular in-house AI users say it saves less than 30 minutes per day

Bloomberg Law

CriticalNews/Media
2026

Top barriers for in-house AI non-adopters: unreliable outputs (49%), ethical concerns (49%), security risks (48%)

Bloomberg Law

AdoptionVendor
2026

iManage Knowledge Work Benchmark Report: 85% of organisations piloting or implementing AI, but only 17% have fully integrated it

iManage

WorkforceAnalyst
2026

ACC 2026 CLO Survey: 47% of CLOs identify AI and technology proficiency as the primary skill their CEO expects them to develop

ACC CLO Survey 2026 (cited in Factor 2026)

WorkforceAnalyst
2026

ACC 2026 CLO Survey: 34% of CLOs prioritise technological fluency within their teams, +17 points YoY

ACC CLO Survey 2026 (cited in Factor 2026)

AdoptionAnalyst
2026

Thomson Reuters: 80% of professionals anticipate GenAI will have high or transformational impact on their work over next 5 years

Thomson Reuters (cited in Factor 2026)

WorkforceAnalyst
2026

PwC Africa Workforce Hopes and Fears: 49% of African roles face potential AI disruption

PwC

MarketAnalyst
2026

PwC Global Hopes and Fears: ~50,000 employees surveyed across 48 countries

PwC

WorkforceAnalyst
2026

PwC 2026: 27% of managers and executives predict AI will impact junior roles

PwC Hopes and Fears

MarketVendor
Jan 2026 (citing Kalanyi et al 2025)

Historically, economically consequential technologies have taken around 50 years to achieve full diffusion across the US

Anthropic Economic Index V4

WorkforceOther
2026

There are nearly two-and-a-half billion Gen Zers worldwide, accounting for at least a quarter of the global population

Earthweb (Gen Z statistics)

WorkforceOther
2026

Gen Z accounts for roughly 135 million Europeans (close to 18% of the European population)

Worldometer (Europe population)

WorkforceAnalyst
2026

Gen Zers report anxiety and depression rates as high as four times Boomers' rate and twice the rate of Gen X

Deloitte (World Mental Health Day)

WorkforceOther
2026

More than a third of surveyed Gen Zers have already received professional help for their mental health

Pacific Oaks (Gen Z view on mental health)