Generic chatbots hallucinate prices and invent promises. Our private RAG architecture is strictly bounded to your verified documents, service rates, and policy sheets. Free working prototype on your real questions before any payment.
Recursive Chunking
512-token semantic split
pgvector Indexing
1536-dim HNSW embeddings
Grounding Guardrail
Deterministic hallucination gate
Streaming Delivery
Sub-20ms TTFT to client
See how generic internet models hallucinate answers while LIT private architecture guarantees strictly bounded, cited truth.
“What is the penalty fee if a client cancels a reservation 24 hours before check-in?”
Pipeline Mechanics
Approved web pages, PDFs, schemas, rate cards, and operational policies are parsed and indexed.
Hybrid vector + BM25 keyword search queries your private index with strict tenant isolation.
Deterministic prompting with strictly bounded schema outputs and citations. Zero hallucination.
Captures verified customer credentials and dispatches immediate WhatsApp or CRM alerts.
Engineered Directive: If query context is absent from approved documents, the assistant strictly declines to answer.
Send the exact questions your customers ask every day, plus the PDF or URL containing the ground truth. If our prototype answers all ten accurately without hallucinating, we scope the deployment.
Send us 10 real questions and your source PDF or URL. If our prototype answers all 10 accurately without hallucinating, we scope the deployment.