curated market intelligence

THE
SIGNAL

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

1,679 STATS
482 SOURCES
20162026
Explore the data ↓

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.

All 1,679 stats

Adoption2026

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

8am 2026 Legal Industry Report

Adoption2026

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

8am 2026 Legal Industry Report

Adoption2026

42% personally use legal-specific AI tools

8am 2026 Legal Industry Report

Adoption2026

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

8am 2026 Legal Industry Report

Adoption2026

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

8am 2026 Legal Industry Report

Adoption2026

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

8am 2026 Legal Industry Report

Adoption2026

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

8am 2026 Legal Industry Report

Regulatory2026

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

8am 2026 Legal Industry Report

Workforce2026

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

8am 2026 Legal Industry Report

Client2026

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

8am 2026 Legal Industry Report

Client2026

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

8am 2026 Legal Industry Report

Market2026

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

8am 2026 Legal Industry Report

Workforce2026

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

8am 2026 Legal Industry Report

Workforce2026

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

8am 2026 Legal Industry Report

Workforce2026

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

8am 2026 Legal Industry Report

Critical2026

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

8am 2026 Legal Industry Report

Market2026

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

8am 2026 Legal Industry Report

Adoption2026

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

Legora ROI Report (Ari Kaplan)

Adoption2026

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

Legora ROI Report (Ari Kaplan)

Adoption2026

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

Legora ROI Report (Ari Kaplan)

Market2026

Average 4.3 non-billable hours saved per lawyer per week

Legora ROI Report (Ari Kaplan)

Market2026

Potential $6.9M additional yearly billing per 100 lawyers

Legora ROI Report (Ari Kaplan)

Adoption2026

71% said Legora identifies issues they would have missed

Legora ROI Report (Ari Kaplan)

Adoption2026

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

Legora ROI Report (Ari Kaplan)

Workforce2026

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

Legora ROI Report (Ari Kaplan)

Market2026

42% reported Legora helped win new work

Legora ROI Report (Ari Kaplan)

Adoption2026

55% said Legora replaced or reduced need for other tools

Legora ROI Report (Ari Kaplan)

Adoption2026

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

Legora ROI Report (Ari Kaplan)

Market2026

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

Legora ROI Report (Ari Kaplan)

Market2026

96% of law firms raised rates in 2025

BigHand Annual Law Firm Finance Report

Market2026

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

BigHand Annual Law Firm Finance Report

Client2026

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

BigHand Annual Law Firm Finance Report

Market2026

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

BigHand Annual Law Firm Finance Report

TechnicalApr 2026

Harvey harness engineering: scores jumped from 40.8% to 87.7% across 12 tasks

Artificial Lawyer

TechnicalApr 2026

7 of 12 Harvey benchmark tasks exceeded 90%; 1 hit 100%

Artificial Lawyer

RegulatoryApr 2026

$145K in AI hallucination sanctions in Q1 2026 alone

NPR / multiple

RegulatoryApr 2026

1,200+ documented AI hallucination cases globally (~800 from US courts)

Damien Charlotin database

RegulatoryApr 2026

$109,700 sanctions in Oregon - largest single AI hallucination penalty

NPR / NWSidebar

RegulatoryApr 2026

10 AI hallucination cases from 10 different courts on a single day

Damien Charlotin

MarketApr 2026

Legora hits $100M ARR in 18 months

Legora / BVP / TNW

MarketApr 2026

Legora: 1,000+ customers across 50 markets; 400+ employees

Legora

MarketApr 2026

Legora total funding past $815M

Legora / BVP

MarketApr 2026

Harvey $11B valuation requires ~$550M ARR at 20x multiple - potentially 65% of legaltech software spend

Lawyer Forward analysis

TechnicalApr 2026

ARC-AGI-3 benchmark: AI scored under 1% on autonomous goal inference; humans solved ~100%

ARC-AGI

TechnicalApr 2026

PageIndex/Mafin 2.5: 98.7% accuracy on FinanceBench

VectifyAI

WorkforceApr 2026

OpenAI proposes Public Wealth Fund modelled on Alaska Permanent Fund, seeded by AI companies

OpenAI Industrial Policy

WorkforceApr 2026

OpenAI proposes robot/automation taxes to replace eroding payroll tax base

OpenAI Industrial Policy

WorkforceApr 2026

OpenAI proposes 32-hour/four-day workweek pilots with no pay cut, as "efficiency dividend" from AI

OpenAI Industrial Policy

WorkforceApr 2026

OpenAI proposes automatic safety net triggers activated when AI displacement metrics hit thresholds

OpenAI Industrial Policy

MarketApr 2026

OpenAI offering research grants up to $100K + $1M API credits for industrial policy research

OpenAI Industrial Policy