Harvey is a legal AI platform for law firms and in-house teams, and this launch introduces Harvey II, the second generation of the product. Harvey II builds on Harvey's earlier announcement that it was building Memory , adding matter-based workspaces and a new in-house model called Harvey Tenet. The platform combines memory of how lawyers work, matter spaces, and smarter agents so that when an agent picks up a task, it already has the files, permissions, and prior context tied to that matter or project. Lawyers can assign work to human colleagues or to agents from the same interface and track it end to end.
The centerpiece is Harvey Tenet, the company's first model, post-trained end-to-end for legal reasoning , which Harvey positions as frontier-level on prominent legal benchmarks and priced closer to open-source models, making it practical to run agents continuously across every matter . Memory captures individual preferences like structure, citation style, and preferred phrasings, while firm-level templates such as heavily negotiated credit agreements or approved fallbacks let drafts come back in the shape a team already uses. Harvey says the same setup lays the groundwork for partnering with organizations to build specialized models around their own legal work , so two firms on the platform will end up with different behavior over time.
Harvey was founded in 2022 by Winston Weinberg and Gabriel Pereyra, who started the company as roommates in a San Francisco apartment, with Pereyra coming from AI research at Meta and Google and Weinberg from legal practice . This release matters now because the legal AI market is shifting from single-shot assistants toward agents that run in the background on real matters, and Harvey II is the company's attempt to own that shift with a purpose-built model and a workspace model organized around how lawyers actually structure their work.
Comments (9)
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Priya VaidyaAug 18, 2026
Naming your model 'Tenet' is a bold choice for a product where discovery order actually matters. Hope the outputs are less confusing than the movie.
M
Marcelo B.Aug 18, 2026
ok wait, 'agents start with the files, context, permissions, and history' is the actual unlock here. Everyone else is still shipping a chat box glued to a PDF viewer.
A
Ada OkonkwoAug 18, 2026
Before I get excited, where's the SOC 2 Type II, the SSO story, and the data residency options for EU matters? Procurement will eat this alive otherwise.
T
tomaszAug 18, 2026
The launch video pacing is way too polished for a legal product. Half the target audience is going to assume it's a deepfake and forward it to their security team.
K
Kenji WatanabeAug 18, 2026
We built a 'matters and projects' abstraction on top of Docs internally back in 2019 and killed it because lawyers hated switching contexts. Curious what you learned that we didn't.
R
Rohit K.Aug 18, 2026
hot take: the legal AI market shrinks the second big firms figure out they can train their own Tenet on their own precedent. You're renting them the shovel.
Y
Yusra H.Aug 18, 2026
Every legal AI demo looks flawless until someone asks it to actually cite a real case that exists. Would love to see an unedited redline session, not a sizzle reel.
L
Linh TrầnAug 18, 2026
Building in adjacent territory (contracts side) and honestly the 'assign tasks to lawyers or agents' framing is the right mental model. Stealing that phrasing, sorry not sorry.
D
Devon MarshAug 18, 2026
Feels like the Ramp of legal, workflow-first with the AI tucked under. One of my portfolio founders in tax ops has been begging for this exact shape.
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Harvey is a legal AI platform for law firms and in-house teams, and this launch introduces Harvey II, the second generation of the product. Harvey II builds on Harvey's earlier announcement that it was building Memory , adding matter-based workspaces and a new in-house model called Harvey Tenet. The platform combines memory of how lawyers work, matter spaces, and smarter agents so that when an agent picks up a task, it already has the files, permissions, and prior context tied to that matter or project. Lawyers can assign work to human colleagues or to agents from the same interface and track it end to end. The centerpiece is Harvey Tenet, the company's first model, post-trained end-to-end for legal reasoning , which Harvey positions as frontier-level on prominent legal benchmarks and priced closer to open-source models, making it practical to run agents continuously across every matter . Memory captures individual preferences like structure, citation style, and preferred phrasings, while firm-level templates such as heavily negotiated credit agreements or approved fallbacks let drafts come back in the shape a team already uses. Harvey says the same setup lays the groundwork for partnering with organizations to build specialized models around their own legal work , so two firms on the platform will end up with different behavior over time. Harvey was founded in 2022 by Winston Weinberg and Gabriel Pereyra, who started the company as roommates in a San Francisco apartment, with Pereyra coming from AI research at Meta and Google and Weinberg from legal practice . This release matters now because the legal AI market is shifting from single-shot assistants toward agents that run in the background on real matters, and Harvey II is the company's attempt to own that shift with a purpose-built model and a workspace model organized around how lawyers actually structure their work.
Comments (9)
Naming your model 'Tenet' is a bold choice for a product where discovery order actually matters. Hope the outputs are less confusing than the movie.
ok wait, 'agents start with the files, context, permissions, and history' is the actual unlock here. Everyone else is still shipping a chat box glued to a PDF viewer.
Before I get excited, where's the SOC 2 Type II, the SSO story, and the data residency options for EU matters? Procurement will eat this alive otherwise.
The launch video pacing is way too polished for a legal product. Half the target audience is going to assume it's a deepfake and forward it to their security team.
We built a 'matters and projects' abstraction on top of Docs internally back in 2019 and killed it because lawyers hated switching contexts. Curious what you learned that we didn't.
hot take: the legal AI market shrinks the second big firms figure out they can train their own Tenet on their own precedent. You're renting them the shovel.
Every legal AI demo looks flawless until someone asks it to actually cite a real case that exists. Would love to see an unedited redline session, not a sizzle reel.
Building in adjacent territory (contracts side) and honestly the 'assign tasks to lawyers or agents' framing is the right mental model. Stealing that phrasing, sorry not sorry.
Feels like the Ramp of legal, workflow-first with the AI tucked under. One of my portfolio founders in tax ops has been begging for this exact shape.