TotalRAG transforms your organization's documents, systems, and live data into a trusted private AI assistant — fully hosted inside your infrastructure. No public APIs. No data leakage. No vendor lock-in.
Trusted by security-conscious enterprises
From raw documents to real-time answers — TotalRAG covers every layer of your enterprise knowledge stack.
PDFs, PPTX, DOCX, scanned images, Arabic content, live ERP streams, REST APIs — TotalRAG ingests it all with full multimodal understanding, preserving charts, tables, and visual context that text-only AI misses.
Explore Features →Chunk-level RBAC and ABAC permissions are applied at ingestion and enforced at retrieval. Every answer is access-controlled before it reaches the AI model — zero trust by design, not by bolt-on.
Explore Security →Every AI response is grounded in your documents and live data, with full source citations, page references, and permission labels. No hallucinations. No guessing. Full auditability for compliance teams.
See Roadmap →Most AI tools send sensitive enterprise data to external providers, creating serious compliance and privacy risks your legal team cannot accept.
Generic AI ignores user roles and permissions. Finance data becomes visible to everyone. Security is an afterthought bolted on too late.
Answers without evidence. No citations, no sources, no way to verify what the AI tells your team — a critical failure for regulated industries.
Business knowledge lives in charts, slides, and images. Text-only AI misses the most critical content hidden inside your presentations.
AI only knows static documents. Real-time ERP, databases, and operational data are completely invisible to generic AI platforms.
No logs of what was retrieved or generated, and no way to trace who asked what. Impossible for compliance and governance teams to accept.
TotalRAG analyzes your knowledge landscape and strengthens your data governance, helping you stay ahead of compliance and security risks.
From multimodal ingestion to zero-copy live data federation — here's where TotalRAG is headed.
See how TotalRAG stacks up against generic AI tools on the dimensions that matter most for enterprise deployment.
| Capability | Traditional AI Tools | TotalRAG |
|---|---|---|
| Data Hosting | ✕ Public cloud AI | ✓ Fully private / local |
| Document Understanding | ✕ Text-only | ✓ Multimodal — charts, images, scans |
| Answer Citations | ✕ Hallucinations common | ✓ Evidence-backed with source refs |
| Access Control | ✕ Limited / none | ✓ Chunk-level RBAC & ABAC |
| Live Enterprise Data | ✕ Static only | ✓ Zero-copy real-time federation |
| Audit & Governance | ✕ No visibility | ✓ Full enterprise audit trail |
| Multilingual / Arabic | ✕ Limited | ✓ Arabic, English, mixed RTL/LTR |
| Compliance Risk | ✕ High | ✓ Security embedded in retrieval |
TotalRAG is especially valuable for regulated and security-sensitive organizations where data privacy is non-negotiable.
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