Bonny Broom LLC Patents Semantic Search Technology That Cuts Historical Research Time in Half

Bonny Broom LLC Patents Semantic Search Technology That Cuts Historical Research Time in Half

Tuesday, 07 July 2026 01:50 PM

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Awards

MCLEAN, VA / ACCESS Newswire / July 7, 2026 / Researchers navigating historical archives have long faced a familiar roadblock: months, if not years meticulously transcribing and searching degraded documents, only to make mistakes and miss connections. Bonny Broom LLC has patented a method to improve historical research and solve this problem.

The U.S. Patent and Trademark Office (USPTO) issued US Patent No. 12675535 on July 7, 2026 to Bonny Broom LLC for its Method, System & Computer Program Product for Semantic Search Within An AI-Enabled Digital Historical Archive. The patented technology combines AI-powered transcription, semantic search, and a continuous feedback loop to score transcription quality and search accuracy. Videlicet uses that data to train the underlying model over time. The result: researchers gain access to accurately transcribed documents soon, find better search results faster, and increase system accuracy. In testing, the technology has reduced research time by at least 50% compared to traditional archive search methods.

The patent is integrated into Videlicet, Bonny Broom's digital humanities software platform. Videlicet connects to any digital archive or content management system to make historical documents fully transcribable, searchable and semantically linked. The software's research workflow is unified in a single system that includes document storage, AI-powered transcription, prompt engineering, and full-text or semantic search discovery. The project prioritizes improved accuracy over time.

"Videlicet makes history more accessible for scholars at all stages of their research process," said Libby Eick, Founder of Bonny Broom LLC. "I started the project as an undergraduate researcher because I lacked access to reliable digitally available, easily-searchable historical documents. I want to create a tool that helps historians conduct better research."

About Bonny Broom LLC Bonny Broom LLC is an AI-enabled Digital Humanities software services company founded in January 2025 and based in McLean, Virginia. Its flagship project, Videlicet, brings modern AI semantic search and transcription capabilities to historical archives, making primary sources more accessible to researchers, students, archivists, institutions, and the public. Bonny Broom has transcribed and made searchable over 50,000 pages. Bonny Broom partners with major universities and historical societies to bring history to life.

Contact:

Libby Eick
[email protected]
+1 (703) 291-6722
www.bonnybroom.com

SOURCE: Bonny Broom LLC