The Legal Stack
Independent LegalTech Analysis
Research Briefings

Research briefings

Original, data-driven reports on how the legal industry is adopting — and governing — AI. Reader-funded and conflict-free.

No. 060
10 min
The Legal AI Workflow Integration Report 2026: How Law Firms and Legal Departments Are — and Are Not — Embedding AI Into Practice Management, Matter Tracking, and Billing Systems

The dominant narrative around legal AI in 2026 is one of adoption — headline figures about firms deploying Harvey, CoCounsel, or Spellbook proliferate across industry conferences and vendor marketing. The operational reality, as captured in our survey of 312 law firm legal operations professionals and...

June 07, 2026
No. 059
10 min
The Legal AI Vendor Concentration Risk Report 2026: How Dependent Are Law Firms and Legal Departments on a Single AI Provider — and What Are the Contingency Plans

A Legal Stack Research Briefing | AI Governance & Legal Operations | June 2026

June 06, 2026
No. 058
10 min
The Legal AI Compute Cost Shift Report 2026: How Consumption-Based Pricing Is Hitting Legal Department Budgets — and Who Is Managing It Well

Across 2025 and into 2026, the dominant legal AI vendors — including Thomson Reuters (CoCounsel), Lexis+ AI, Harvey, Ironclad, and Kira Systems (now part of Litera) — completed or accelerated transitions from predictable per-seat SaaS licensing to token-based or consumption-indexed pricing architectures. For in-house legal...

June 05, 2026
No. 057
10 min
The Legal AI Client Disclosure Survey 2026: What Clients Are Asking, What Firms Are Saying, and How Big the Gap Is

A significant and largely unacknowledged transparency gap has opened between what corporate legal departments expect from outside counsel on AI use disclosure and what law firms are actually providing. Based on surveys of 247 in-house counsel and 189 law firm partners and legal operations leads...

June 03, 2026
No. 056
10 min
The Legal AI Model Version Control Problem: How Law Firms and Legal Departments Are Managing — and Mostly Failing to Manage — Underlying Model Changes in Deployed Legal AI Tools

Legal AI vendors are updating the models powering their tools with a frequency and opacity that creates measurable operational risk for law firms and legal departments. Our research — drawing on interviews with 30 legal operations directors and IT leads, contract review across 50 vendor...

June 02, 2026
No. 055
10 min
The Legal AI Skill Premium Report 2026: What Lawyers Who Can Actually Use AI Tools Are Being Paid — and How Fast the Gap Is Widening

Methodology: Survey of 412 legal professionals conducted October–December 2025, spanning 38 BigLaw firms, 61 mid-market firms (100–500 attorneys), and 47 in-house legal departments. Compensation data supplemented by lateral hire placement records from Major, Lindsey & Africa; Lateral Link; and Macrae, covering 2,100+ placements from 2024–2025....

June 01, 2026
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