USPTO Says AI Trademark Tool Reaches Full Agency Adoption After 250,000 Applications Analyzed
The U.S. Patent and Trademark Office said its Trademarks organization reached full adoption of an artificial-intelligence tool on July 1, putting Scout LLM into use across the agency’s trademark operation. The USPTO also said a related tool, Class ACT, has analyzed 250,000 applications.
The announcement marks a significant expansion of AI-assisted work inside the federal trademark-registration system. The agency says the tools are intended to help employees handle information, classification and research while preserving examining attorneys’ responsibility for decisions.
How the tools are being used
Scout LLM is built on the USPTO’s Unified Generative AI Platform. According to the agency, it can summarize information, analyze data, research topics and draft selectable content for general audiences.
The tool is part of a broader effort to provide support during trademark examination. The USPTO described the deployment as a way to increase throughput, quality and the integrity of the trademark register—the official record of registered marks.
Class ACT addresses a more specific part of the examination process. The tool assigns international classes, design search codes and pseudo marks to applications that have not yet been classified. International classes organize goods and services covered by a trademark application. Design search codes help identify visual elements, while pseudo marks support searches for marks that may be spelled or presented in different ways.
The USPTO said Class ACT has analyzed 250,000 applications. The agency has also described the tool as reducing classification preparation from months to minutes, although that description concerns preparation time rather than a guarantee that an application will move through the entire examination process in a particular period.
Examiners remain responsible
The agency said trademark examining attorneys remain responsible for decisions and that the AI tools provide support. That distinction is important: the USPTO has not described Scout LLM or Class ACT as independently approving or rejecting trademark applications.
For trademark applicants, AI-assisted classification and searching could affect the work that takes place before an examiner makes a decision. Classification helps determine the goods and services covered by an application, and search-related information can help identify potentially relevant marks. The agency’s stated goal is to support those tasks at greater scale.
The change also places more emphasis on how human reviewers use AI-generated summaries, research and classifications. A tool that can process large amounts of information may alter the speed and structure of examination, while the attorney’s review remains the point at which agency decisions are made.
What the announcement shows—and what remains open
The 250,000-application figure provides a measure of Class ACT’s reported use, while the July 1 adoption date establishes when the USPTO said Scout LLM became fully adopted across Trademarks. Together, the milestones show that AI support is moving beyond a limited pilot or demonstration within the agency’s trademark work.
They do not, by themselves, establish how the tools compare with earlier methods or how often they produce errors. The USPTO’s announcement also does not provide independent performance comparisons, error rates or appeal data, and it does not specify how many trademark examiners use each tool daily.
Those measures will matter as applicants and the broader intellectual-property system assess whether AI assistance changes processing speed, search practices and quality-control questions. The agency’s current position is that the tools can increase throughput and support quality while examining attorneys retain responsibility for the resulting decisions.
For now, the next step is continued use of Scout LLM and Class ACT within the USPTO’s Trademarks organization. The agency has identified full adoption and 250,000 analyzed applications as milestones, but it has not announced a separate performance deadline or a new decision-making authority for the tools.
Sources
- Head of the class: Trademarks at full power with USPTO’s AI tool, U.S. Patent and Trademark Office
- Trademark classification goes agentic with USPTO’s announcement of Class ACT assistant, U.S. Patent and Trademark Office
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