Operating memory
Indexes documents, contracts, policies, tickets, manuals, and communications.
Capability
Enterprise RAG to search documents and operating knowledge
Search documents, contracts, manuals, and internal knowledge with enterprise RAG connected to agents, workflows, and dashboards.
How it works
Designed to operate with control, measurement, and traceability
Answers with evidence
Answers and recommendations with context, sources, and traceability.
Knowledge spaces
RAG bases configured by area, vertical, client, permission, or process.
Frequently asked questions
Frequently asked questions about Enterprise RAG to search documents and operating knowledge
Short answers to understand what Arvynta includes, how it adapts to each operation, and which deployment model may make the most sense for your company.
What is document RAG?
Document RAG combines information retrieval and answer generation. Before answering, the system searches context in authorized documents or sources to produce more useful and verifiable answers.
What documents can Arvynta search?
It can search contracts, manuals, policies, files, regulations, tickets, minutes, communications, supporting files, operating documentation, and internal knowledge bases.
Do agents cite the sources they use?
The platform can be designed to show sources or references when the case requires it. This is especially useful in legal, document, support, compliance, or operating-knowledge processes.
Does each company have its own knowledge base?
Yes. Separation depends on the deployment model. Cloud uses logical tenant separation; Dedicated offers private company RAG; Enterprise can include advanced governance and multiple sources.
Does RAG replace a database?
No. RAG does not replace transactional databases. It is for consulting document or semi-structured knowledge and connecting it with agents, workflows, and decisions.
What happens if a document is outdated?
Answer quality depends on source quality. That is why versions, permissions, document updates, and owners of each knowledge space must be governed.
Can you limit which users consult certain documents?
Yes. Permissions can define which users, agents, or workflows access each source or document space, especially in Dedicated and Enterprise implementations.
How does RAG connect with dashboards and workflows?
RAG provides context for decisions or recommendations. Workflows turn those decisions into actions, and dashboards measure statuses, times, results, and signals derived from the operation.
Next step
Design the intelligent layer of your operation.
We can review your current operation, identify an initial vertical or agent pack, and define a measurable deployment path.
Schedule a conversation