Enterprise AI Assistant & Copilot App
A private mobile copilot trained on your company data with voice-to-action workflows.
Empower your workforce or clients with an intelligent assistant that doesn’t hallucinate. It reads your proprietary knowledge bases, generates quotes, drafts responses, and hands off complex edge cases to human staff.
Who is the audience?
- Field Executives & Sales Teams: Reps needing immediate product specs, price quotes, objection answers, and CRM updates on the go.
- End-Customers & Clients: Users looking for 24/7 instant answers to technical questions, troubleshooting, and guided account setups.
- Operations & Knowledge Managers: Business leaders curating company SOPs, manuals, pricing sheets, and policy documentation.
Screens involved
- Copilot Chat & Voice Interface: Fluid conversational interface with streaming markdown, citations, and speech input. (Elements: Voice recording button with Whisper transcription, Streaming AI response bubbles with markdown rendering, Source document citation cards with page links, Suggested follow-up prompt chips)
- Structured Action Sheets: AI-generated forms for instant approval before executing business operations. (Elements: Generated invoice or quotation preview, Editable parameter inputs (Quantity, Discount, Client), Approve & Send to WhatsApp button, Reject or Refine prompt input)
- Document & Knowledge Explorer: Browse and inspect company knowledge files loaded into the AI retrieval system. (Elements: Searchable repository of indexed PDFs and manuals, Sync status badge (Indexed, Vectorized, Active), Upload new file or web URL button, Chunk preview and retrieval relevance tester)
- Human Team Hand-Off: Seamless fallback to a human specialist when query exceeds threshold confidence. (Elements: Conversation summary generated by AI, Direct WhatsApp / Phone call connection, Assigned agent status and response time estimate, Ticket number badge)
User journey flow
flowchart TD
A["User Asks Question via Text or Voice"] --> B["Speech-to-Text Transcription"]
B --> C["Semantic Search across Company Vector DB"]
C --> D{"Confidence Score Check"}
D -->|"High Confidence"| E["Stream LLM Answer with Citations"]
E --> F["Generate Actionable Output (Quote, Order, PDF)"]
F --> G["User One-Click Approval"]
D -->|"Uncertain / Complex"| H["Generate Summary & Hand-Off to Human Team"]
H --> I["Human Specialist Steps In"]System architecture
flowchart LR
App["Mobile Copilot Client"] --> API["Secure API Gateway"]
API --> RagEngine["RAG Retrieval Engine"]
RagEngine --> VectorDB[("Pinecone / Qdrant Vector DB")]
RagEngine --> LLM["Anthropic Claude / OpenAI / Local LLM"]
API --> DocPipeline["Document Ingestion Pipeline"]
DocPipeline --> OCR["PDF / Text OCR & Chunking"]
API --> CRM["Internal CRM & ERP Connectors"]Key features
- Private Retrieval-Augmented Generation (RAG) on company proprietary documents
- Real-time voice dictation and audio response playback
- Guardrails that prevent hallucination and restrict confidential internal data
- Human-in-the-loop escalation with complete interaction context
- Export formatted reports, quotes, and proposals straight to PDF and WhatsApp
Admin capabilities
- Document library manager with drag-and-drop vector indexing
- Audit log of all employee / customer queries with sentiment analysis
- Custom prompt rulebook and system persona configuration
- Analytics on top unanswered questions to identify knowledge gaps