Dvina

Who is it for?

• Individual researchers whose data is scattered across documents, chats, applications and databases and who need to continuously integrate context.
• Professional users who work with long archives, scanned documents, and charts and require answers that can be traced back to the source.
• Professional teams that want to share context and reduce repetitive explanations.
• Enterprise teams that require on-premises deployment and compliance, and need a unified knowledge entry point.

How to use Dvina

1. 1First import a set of interrelated documents and chat logs, test whether the answers can connect details from different sources, and then expand the scope of materials.
2. 2Develop a habit of spot-checking scanned documents, charts, and handwritten content, with a focus on verifying whether the source citations claimed on the official website point to the original pages.
3. 3Before accessing personal information and commercially sensitive materials, first confirm the encryption, redaction, and training boundaries of the selected version.
4. 4Before the team starts using it, define which apps, data and artifacts enter the context to avoid irrelevant materials diluting key clues.
5. 5For long-term projects, regularly organize the context and created content, keeping the content that still needs to be cited and removing expired materials from the workflow.