From Raw Documents to Verified Answers
Three-step pipeline that transforms your institutional knowledge into an AI-powered assistant.
Ingest
Upload documents, policies, and knowledge bases in any format
Process
AI indexes, chunks, and embeds content with verified source tracking
Answer
Users get instant, cited answers in their preferred language
Built for Trusted Knowledge
Verified Source Attribution
Every answer includes citations back to the original document. No hallucinations—only verified institutional knowledge.
Advanced RAG Pipeline
State-of-the-art retrieval-augmented generation with semantic search, re-ranking, and context-aware response synthesis.
Multilingual by Default
Ask in any language, get answers in any language. Built-in support for English, Spanish, and Portuguese with automatic detection.
Contextual Understanding
Goes beyond keyword matching. Understands intent, context, and relationships between concepts in your knowledge base.
Embeddable Chat Widget
Deploy as a website widget, internal tool, or API endpoint. Drop-in integration with any web application in minutes.
Fully Customizable
Configure tone, scope, and permissions per deployment. Control what knowledge is accessible and how responses are formatted.
Adversarially Battle-Tested
Hardened through 142 adversarial attacks across 4 social engineering techniques. Every guardrail is earned, not assumed.
Prompt Injection Defense
Resists attempts to override system instructions, extract configuration, or hijack the assistant's behavior through crafted inputs.
Social Engineering Resistance
Defeats gradual escalation, delegated authority claims, emotional pressure tactics, and memory exploitation techniques.
Data Exfiltration Prevention
Deterministic URL filtering at the code layer — not just model-level — ensures only authorized domain links are ever served.
Cross-Language Consistency
Security guardrails hold across all supported languages. Switching languages doesn't bypass restrictions or weaken defenses.
Knowledge Infrastructure for Every Sector
From government service desks to enterprise knowledge bases, SovraRAG delivers verified answers at institutional scale.
Government Service Desks
Citizens get instant answers about permits, procedures, and public services—24/7, in their language.
Enterprise Knowledge Bases
Employees find policies, procedures, and institutional knowledge without searching through hundreds of documents.
Healthcare Compliance
Staff access up-to-date protocols, drug interactions, and regulatory guidelines with verified citations.
Academic Institutions
Students and faculty navigate institutional resources, policies, and research databases effortlessly.
Ready to Unlock Your Knowledge?
Deploy a verified AI assistant on your website or internal tools. Get started with SovraRAG today.