AI ANSWERS GROUNDED IN YOUR KNOWLEDGE BASE
Petronella builds RAG systems grounding AI in your documents. Accurate, sourced answers from your knowledge base without hallucination.
Our Capabilities
RAG Capabilities
- Vector search across documents and knowledge bases
- Source citations for every AI response
- Multi-format ingestion: PDFs, docs, databases
- Continuous updates as documents change
Security & Accuracy
- Private deployment with no external exposure
- Access controls respecting document permissions
- Hallucination reduction through retrieval grounding
- Audit trails showing sources for each response
Key Services
Knowledge Search
AI searches your library for accurate sourced answers.
Internal Assistant
Employees find answers in policies and docs instantly.
Customer Support RAG
Chatbots with cited product documentation.
Research Assistant
Search and synthesize across large collections.
What Changes
Information Buried
Hours searching vast document collections.
AI Hallucination
Generic AI makes up answers, creating risk.
Knowledge Silos
Critical info locked in experts' heads.
Instant Answers
RAG finds information in seconds.
Sourced Responses
Every answer cites specific documents.
Shared Knowledge
Institutional knowledge accessible to everyone.
How It Works
Assess: Inventory knowledge sources and use cases
Ingest: Process and index into vector database
Build: Develop RAG pipeline
Test: Validate accuracy against known Q&A
Deploy: Launch with access controls
Maintain: Keep knowledge base updated
Industries We Serve
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Frequently Asked Questions
What is RAG?
Combines document search with AI generation. Retrieves first, generates grounded answers.
Prevent hallucination?
Grounding in retrieved documents ensures factual responses.
Document formats?
PDFs, Word, HTML, markdown, spreadsheets, databases, APIs.
Respect permissions?
Yes. Access controls ensure users only get authorized answers.
vs enterprise search?
RAG synthesizes and generates answers with citations, not just document lists.
Ground AI in Your Knowledge
Schedule a free assessment to see how RAG delivers accurate answers.