Document Intelligence Solution
Private RAG for Enterprise Documents
A private document assistant pattern for enterprise knowledge, policies, SOPs, runbooks, contracts, and internal reports with grounded answers and citations.
Outcomes
What this solution should deliver
The solution is designed around practical delivery outcomes, not only a demo interface.
Architecture
Architecture areas
These are the main architecture pieces to design, deploy, and operate.
Document ingestion and chunking pipeline
Metadata and access-control design
Hybrid retrieval and reranking layer
Grounded prompt construction
Citation and answer validation layer
Monitoring, audit logs, and escalation workflow
Available kits
Implementation kits and resources
Start with these SovAIHub kits or resources, then adapt the implementation to your environment.
SovAI Air-Gap AI Starter v0.2 Ollama
Local LLM RAG demo with retrieved context, grounded prompting, citations, and audit logs.
OpenSovAI Air-Gap AI Starter
Offline runtime foundation with local documents, approved tools, and audit logging.
OpenSovAI Hallucination Guard
Answer validation and evidence-check patterns for grounded enterprise RAG.
OpenGovernance
Controls to plan from the beginning
For enterprise and sovereign AI environments, governance needs to be part of the architecture, not an afterthought.
Contact
Need this solution adapted for your environment?
Share your data environment, model strategy, deployment constraints, and governance requirements to map the right implementation path.
Turn the solution pattern into a deployable plan.
The right path depends on your data sensitivity, runtime restrictions, platform stack, artifact supply chain, and operating model.