We’re launching @JudgmentLabs today and announcing $32M in funding. As AI agents take on more of the work that creates economic value, they generate massive amounts of production data: the clearest record of how they behave with users, software, and the real world. Judgment builds infrastructure for improving AI agents from production data.

May 12, 2026, 4:04 PM UTC

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We’re launching @JudgmentLabs today and announcing $32M in funding.

Alex Shan introduces Judgment Labs, a platform that uses production data to find, analyze, and prevent AI agent failures. The video explains its agent search, dashboards, evaluations, offline tests, and monitoring, while announcing the company’s $32 million funding round.

Views: 3.6M
Likes: 1K
Replies: 212
Reposts: 147
Quotes: 95
Bookmarks: 377
Topics: AI Agent InfrastructureProduction Data AnalysisAgent Failure DetectionStartup Funding AnnouncementAI

Analysis

Content overview

Formats

Founder announcementProduct explainerTalking-head presentation

Topics

AI Agent InfrastructureProduction Data AnalysisAgent Failure DetectionStartup Funding Announcement

Visual hook

How the visuals workThe visuals show Alex Shan speaking directly to camera in a polished, warmly lit interior. Lower-third text identifies him and Judgment Labs; the visuals support the founder introduction and product announcement rather than adding a separate narrative.

Tweet text hook

As written

We’re launching @JudgmentLabs today and announcing $32M in funding.

Tweet text structureThe Launch and Funding Reveal

From the post

01
The Announcement
Open with the launch and pair it with a strong proof point, such as funding, growth, or a major milestone.
02
The Market Shift
Explain the larger change creating a need or opportunity for the project.
03
The Solution
Close by stating what the project builds and how it addresses the opportunity introduced above.