Everyone Has the Tools Now. The Fight Is Over the Dividend.
Zaven Legal Intelligence | August 2026
For two years, in-house teams have been promised that AI would make legal work faster, more efficient, and cheaper. July was the month the market started asking, out loud, where the savings actually went. A vendor CEO put numbers on the gap. A US state bar drew an ethics line on AI billing. And the EU AI Act became generally applicable on 2 August, turning governance questions into legal obligations.
Meanwhile, the most telling sourcing decision of the year came from an unexpected place: Microsoft’s own legal department ran a selection process and picked a specialist over its own tools.
Here’s what matters this month.
Industry Moves
The EU AI Act is now generally applicable. Legal AI is high-risk.
Source: EU AI Act · In force from 2 August
The moment the July briefing trailed has arrived. From 2 August, the bulk of the EU AI Act’s provisions apply, including the high-risk obligations that capture many legal uses of AI: transparency, human oversight, risk management, and documentation, with significant penalties for getting it wrong.
For in-house teams, the compliance question no longer stops at your own tools. Your firms’ AI use on your matters sits inside your risk perimeter too. What systems touch your data, what oversight sits above them, and who is accountable when an output is wrong.
Zaven take: The practical move this month is simple: put the question to your panel in writing. Which AI systems do you use on our matters, under what controls, and how is that reflected in scope and price? Firms with good answers will welcome the question. The answers belong in your sourcing file.
Microsoft’s own legal team ran a selection process. It chose Harvey.
Source: Artificial Lawyer · Law.com
Microsoft’s Corporate, External, and Legal Affairs group, a legal and compliance organisation of around 2,000 people, will use Harvey across its legal and compliance operations. The detail that matters: this was a selection process, and Microsoft had every own-brand option available. Copilot is already in the building. The company is even developing its own Legal Agent, staffed by former Robin AI team members. CELA still chose the specialist.
Antony Cook, Microsoft corporate vice president and deputy general counsel, said the collaboration will help teams “focus on the complex, high-impact work that matters most.”
Zaven take: Strip away the logos and this is a buyer with maximum house loyalty pressure choosing on fit and evidence instead. If the company that builds Copilot selects legal capability through a competitive process, the case for doing the same with your law firms writes itself.
121 legal leaders: cut costs, insource work, reshape law firm pricing
Source: Corporate Counsel
A new survey of 121 legal leaders finds AI adoption accelerating across in-house departments, with GCs increasingly looking to technology to cut costs, bring work in-house, and reshape how their law firms price. The direction of travel is unambiguous: the buy side intends to use its new capability as leverage.
The most quotable warning came from a general counsel who cautioned against “adopting AI to avoid being left behind” and argued that the first step is knowing which problem you are solving.
Zaven take: That discipline applies to sourcing before it applies to software. Define the matter, then choose the provider, then decide what tooling supports it. Teams that reverse the order end up with impressive tools and the same cost base.
“Faster? Yes. More efficient? Sometimes. Less expensive? That’s still very much in question.”
Adam Nguyen, CEO, eBrevia, writing for Artificial Lawyer
Voices from the Market
The AI dividend: who gets the savings from legal AI?
Source: Artificial Lawyer · Adam Nguyen, CEO, eBrevia
Nguyen’s argument lands because of the numbers behind it. AI is compressing hours of work into minutes across contract review, first-pass drafting, clause comparison, diligence, and routine redlining. Yet spend is not following. Thomson Reuters’ 2026 State of the Corporate Law Department Report found that as of late 2025, 36% of GCs expected to increase outside counsel spend over the next year. Only 20% expected a decrease.
Work is getting faster while budgets drift upwards. The dividend exists. It is simply being kept somewhere else.
Alabama’s bar draws an ethics line on AI billing and candour
Source: Alabama State Bar, Formal Opinion 2026-01
The Alabama State Bar’s Office of General Counsel issued formal guidance on lawyers’ use of AI, applying long-standing duties of competence, confidentiality, supervision, candour, reasonable fees, and client communication to generative and agentic tools. Two areas stand out for clients: lawyers are warned against charging inflated fees for AI-assisted work, and they are expected to be candid with clients about how AI is being used.
Remember last month’s Bloomberg Law finding that four in ten firms do not disclose attorney AI use on client bills at all. Bar regulators are now saying the quiet part: that position is becoming untenable. Ethics opinions like this one tend to become the roadmap for courts, insurers, and risk committees.
Legal chiefs: AI will empower our lawyers, not replace them
Source: Bloomberg Law
General counsel and chief legal officers have a consistent message for AI-wary attorneys in their departments: nobody is being replaced any time soon. Toshiba Americas’ legal chief suggested the more realistic outcome is better work-life balance, with AI absorbing volume while lawyers keep the judgement work. Across the piece, in-house leaders insist there is more than enough work to keep both the technology and the attorneys busy.
The differentiator between teams will not be who has AI. Everyone does. It will be what each team does with the capacity it frees up.
August Data Snapshot
87%
In-house gen AI usage (FTI Consulting / Relativity), up from 44% last year
36% vs 20%
GCs expecting outside counsel spend to rise vs fall (Thomson Reuters)
4 in 10
Firms not disclosing attorney AI use on client bills (Bloomberg Law)
$500m
Kirkland & Ellis committed AI investment
Sources: Corporate Counsel · Artificial Lawyer · Artificial Lawyer
From Zaven
The month the market asked who keeps the gains
Put July’s stories side by side and a single question emerges. AI has made legal work measurably faster. Budgets are not falling. A vendor CEO published the gap, a bar regulator told lawyers to bill honestly for AI-assisted work, and the EU made governance a legal requirement. The dividend is real. The argument is over who banks it.
Our view: the gains go to whoever can see them. If you cannot break your spend down by matter type, you cannot know where AI should be lowering your costs. If you cannot compare firms on evidence, you cannot reward the ones passing efficiencies on. And if you never create competitive tension, the default answer to “who keeps the dividend” will not be you.
Microsoft’s legal team showed the way this month without meaning to. Maximum pressure to use the house option, and it still ran a process and chose on fit. Every in-house team can apply the same standard to its law firms.
That’s Zaven. Predictable pricing, healthy competition, measurable outcomes.
“Price is what you pay. Value is what you get.”
Warren Buffett
