
Until April 2026 VRJ Associates, LLC was the business entity for Anna van Raaphorst-Johnson and Richard H Johnson, a husband-wife consulting team. We designed, prototyped and implemented communications projects.
VRJ Associates, LLC, was a limited liability company incorporated in the State of California in 2024.
Our website was vrjassociates dot us.
We specialized in communications projects in the following information domains:
- Technology and science
- Languages, linguistics and culture/community
- History and genealogy
and provided project opportunities like the following:
- Designed and implement RAG processing projects that used DITA/xml knowledge bases
- Added to the understanding and tool sets used by AI practitioners and content providers
- Analyzed AI (Artificial Intelligence) prompts vs. user queries and edited existing information topics or created new ones based on documentation gaps
- Contributed context and content used in ML (machine learning) training projects
and had the following characteristics:
- Made use of both of our skillsets, areas of expertise, and prior experience
- Were part of a larger team effort but would allow us to work mostly offsite
- Could be prototyped to help ensure maximum quality and customer satisfaction
- Were scheduled to be completed in 3-6 months

We were formerly VR Communications, Inc and LLC
Anna and Dick also did business as VR Communications, which was a sole proprietorship (1993-1995), incorporated in California (1995-2016), and re-registered in 2016 as an LLC. VR Communications’ corporate websites were vrcommunications dot com and vrcommunications dot us. VR Communications unincorporated in 2022.