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Secure, Grounded Answers -
from Your Enterprise Knowledge

NARRIS, RAG-based LLM connects to your documents, system and media to deliver citation-rich, multilingual answers across chat, voice and video
On-Prem Ready
Cloud Native
Air-grapped Option
PII Safe
Low Latency Inference
Audit Trail
SOURCES
RAG
  • DOCS (PDF/DOCX)
  • Web / Confluence
  • Tickets / Email
  • Databases
INDEX & RETRIEVE
RAG
  • ETL + Chunking
  • Vector + BM25
  • Reranker
GENERATE
RAG
  • LLM + RAG
  • Speech & Dubbing
  • Summarize / Translate
POLICIES
RAG
  • PII Redaction
  • Role-based access control
  • Citations
CHANNELS
RAG
  • Chat / Web
  • Voice / IVR
  • Video / Player

Capabilities

Everything you need to deploy a production-ready RAG system with speech & video
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Retrieval-Augmented Generation

Hybrid dense + sparse search, ranking and context windows tuned for enterprise queries

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Multi-Model I/O

Ingest PDFs, slides, audio/video transcripts; answer with text, speech, or video snippets.

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Governed Knowledge Graph

Fine-grained source tagging, lineage and role-based visibility across collections.

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Policy Guardrails

Enterprise prompt filters, PII redaction, citation enforcement and halluci‑check.

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Observability & Analytics

Prompt logs, feedback loops, A/B routing, latency & cost dashboards.

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NARRIS Speech & Video

Answer as natural speech, auto‑dub videos, translate & subtitle in 40+ languages.

Use Cases By Domain

Ready for pilots in weeks – measurable ROI in months

BFSI

  • Regulatory & Policy Q&A
    Reduce policy lookup time by 80% with source-linked answers
  • KYC/Loan Ops Assistant
    Reduce policy lookup time by 80% with source-linked answers

Healthcare

  • Clinical Guideline Assistant
    Up-to-date answers grounded in protocols and EMR context.
  • Patient Support
    Multilingual discharge & appointment FAQs & summaries

Manufacturing

  • Maintenance Copilot
    Resolve issue faster with retrieval over manuals & logs
  • Supplier Risks Q&A.
    Surface risks from contracts + news with citations

Retail & E-Commerce

  • Product Advisor
    Grounded chat over catalog, inventory & reviews
  • Support Automation.
    Deflects tickets with policy‑aware responses (W/escalation).

Implementation Options

Choose the control you need without sacrificing speed.

On-Premises

  • Kubernetes / OpenShift deployments
  • Air-gapped or private VPC
  • Connectors to SharePoint, S3, GDrive, Confluence
  • SAML/SSO, LDAP, SCIM, role-based access

Cloud-Hosted

  • Auto-scaling inference & vector stores
  • Managed connectors & monitoring
  • Rapid pilots; usage-based pricing
  • SLA, compliance reports

Business Benefits

Faster Decisions

Context-rich answers in seconds; shrink research time 60–80%.

Lower Cost

Deflect repetitive tickets and automate knowledge ops.

Higher Accuracy

Citations, source lineage and guardrails minimize hallucination.

Security By Design

On-prem option, encryption at rest/in transit, access control.

Global By Default

Multilingual UX with speech/voice for frontline teams.

Measurable ROI

Dashboards for adoption, latency, quality and cost per answer.

Start a secure pilot

Tell us your knowledge sources and preferred deployment. We’ll stand up a proof‑of‑value with measurable KPIs.

  • 6–8 week pilot setup
  • Source‑linked answers with citations
  • Security review & compliance support
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Text to SpeechSpeech to SpeechText to Speech with Voice OverVoice CloningReal-Time Text TranslationReal-Time Speech TranslationReal-Time Audio StreamingConversational AIEnterprise RAG based LLMPricing
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