# Basira Sovereign AI Assistant ## Enterprise Product Specification, Architecture Blueprint & Master Client Pitch Deck **Author:** Yasser Bousrih (Founder & Senior Dev, Basira LLC) **Classification:** Enterprise Client Demo & Technical Specification **Target Verticals:** High-Volume Medical Polyclinics, Aesthetics & Dermatology Centers, Dental Clinics, Luxury Salons & Spas, Fine Dining Groups, Real Estate Brokerages, Corporate Services across Qatar & GCC. --- ## 1. Executive Product Definition: One Brain, Multiple Channels Basira is an enterprise, sovereign **AI Operations Platform** built completely in-house. It replaces fragmented, multi-vendor SaaS subscriptions (separate IVR telephony, chat widgets, booking platforms, CRM seats, and automation tools) with **One Central AI Assistant Engine**. ### The Core Operating Philosophy - **One Sovereign Brain:** A single central LLM intelligence coordinates all customer memory, business logic, deterministic tool permissions, and ERP records. - **Unified Multi-Channel Touchpoints:** Customers can reach the business via **Phone Call (Qatar DID lines)**, **WhatsApp Business API**, **Website Chat Widget**, or **Inbound Email**. Regardless of the channel used, the customer interacts with the exact same assistant. - **Zero Fragmented Bots:** No separate, disconnected bots with conflicting information. An interaction on WhatsApp instantly informs a subsequent phone call or email inquiry. ``` ┌─────────────────────────────────────────────────────────┐ │ THE CENTRAL AI BRAIN │ │ • Continuous Long-Term Memory (Customer Dossiers) │ │ • Deterministic Capability Registry (26+ In-House Tools)│ │ • Self-Improving Learning Loop (Q/A Extraction) │ │ • Enterprise Resource Planning & Database Integration │ └────────────────────────────┬────────────────────────────┘ │ ┌──────────────────────┬─────────────────┴────────────────┬─────────────────────┐ ▼ ▼ ▼ ▼ [ 📞 Phone Calls ] [ 💬 WhatsApp ] [ 💻 Web Chat ] [ ✉️ Inbound Email ] • +974 Qatar DIDs • Official Cloud API • Brand-tailored • Gmail Pub/Sub push • Sub-600ms latency • Mid-call PDF collateral drops • Real-time lead capture• Instant AI drafting • Khaleeji & English • In-chat payment links (Apple Pay)• Human live takeover • Contextual triage ``` --- ## 2. Multi-Agent Hierarchy & Specialist Sub-Agents Unlike conventional chatbots that degrade in reasoning quality as prompt instructions become bloated, Basira utilizes a **Hierarchical Supervisor Multi-Agent Architecture** (`agentSupervisor.js`): ### 2.1 Single Phone Number, Multiple Specialized Sub-Agents A business can connect a single central phone number or WhatsApp account. An in-memory **Supervisor Orchestrator** evaluates conversational intent in real time and transfers turns seamlessly between specialist sub-agents: 1. **Primary Concierge:** Handles standard inquiries, clinic operating hours, service explanations, and booking availability. 2. **Billing & Invoicing Specialist:** Detects financial intent (*invoices, refunds, payment receipts, failed transactions, فاتورة, استرجاع, دفع*) and handles commercial ledger lookups and payment link generation. 3. **Enterprise Sales Specialist:** Activates on high-ticket, corporate, or annual package inquiries (*annual contracts, corporate accounts, custom packages, عقد سنوي, شراكة*) with specialized qualification prompts. 4. **Technical Support Specialist:** Diagnoses software faults, customer portal access problems, or integration errors (*error, bug, not working, عطل, مشكلة تقنية*). ### 2.2 Multiple Direct Phone Numbers Businesses can provision distinct Qatar DID lines for specific agents (e.g. `+974 4400 1001` for General Reception vs. `+974 4400 1002` for VIP Concierge) while sharing the same central customer database and knowledge base. ### 2.3 Context Preservation Across Transfers When a handoff occurs between sub-agents, the customer's identity, full session transcript, ongoing intent, and verified tool access transfer with zero data loss. The customer never has to repeat themselves. --- ## 3. Communication Channels & Voice Acoustics Physics ### 3.1 Autonomous Voice Telephony (`voice-channel` & `telephony_bridge.py`) - **Sub-600ms Latency Floor:** Natural Khaleeji conversation requires brief thinking pauses. The engine enforces a strict 600ms floor, preventing premature interruptions while keeping round-trip latency snappier than human receptionists. - **Sentence-by-Sentence Streaming (`application/x-ndjson`):** LLM generation is streamed directly into TTS synthesis sentence by sentence. Audio playback begins on the very first clause rather than waiting for complete generation. - **Acoustic Barge-In & Queue Purging:** Deepgram VAD detects when a caller speaks over the AI and sends an immediate WebSocket clear event to halt playback instantly (0.25s response). - **Dual-Stream STT & Bilingual Code-Switching:** Concurrently listens on `ar-QA` (Qatari dialect) and `en` (English), switching language dynamically when `crossLangSwitchConf >= 0.65`. - **Rhythmic Voice Vocalization Engine (`voiceVocalizationEngine.js`):** Intelligently formats numbers, currencies, dates, and times for natural spoken rhythm: - Phone numbers are chunked into conversational cadences (`+974 4400 1234` → *"plus nine-seven-four, forty-four double-zero, twelve thirty-four"*). - Currencies are pronounced as natural spoken words (*"1,500 QAR"* → *"one thousand five hundred Qatari Riyals"* / *"ألف وخمسمائة ريال قطري"*). - **Web Audio PCM Queue Scheduling:** Client test modal sequences audio buffers via `nextStartTimeRef`, preventing audio packet overlap and eliminating laptop microphone loopback. - **Background Environment Simulators:** Ambient acoustic noise injection (`clean_studio`, `office`, `cafe`, `van_interior`, `workshop`) to match any corporate setting. ### 3.2 Customer Messaging (WhatsApp Business API & Web Chat Widget) - **Unified Customer Thread:** Unifies WhatsApp Business messages, web chat conversations, SMS, and voice call transcripts into a single customer profile. - **Webchat Widget Studio:** In-browser customizer with 6 luxury color swatches (`#928865` Basira Brass, `#221F1C` Warm Charcoal, `#10B981` Deep Emerald, `#6366F1` Royal Indigo, `#B26B45` Rose Clay, `#0EA5E9` Ocean Blue), 4 floating launcher icons (`chat`, `sparkles`, `headphones`, `zap`), left/right screen alignment, and strict CORS domain whitelisting. - **Human-in-the-Loop Live Takeover:** Staff can intervene in active conversations with one click, muting AI responses while retaining full conversational history. - **Automated CSAT 5-Star Surveys:** Triggers automated satisfaction surveys upon conversation resolution, aggregating scores into agent performance dashboards. - **SLA Breach Protection:** Enforces strict response deadlines (5m first response, 30m resolution) across 4 priority levels (`low`, `medium`, `high`, `urgent`) with visual breach warning telemetry. - **Autonomous Event Automations:** 12 native system event triggers (`vip_customer_detected`, `churn_risk_detected`, `urgent_escalation`, etc.) executing condition-based rules (`send_message`, `assign_team`, `add_label`). - **Outbound Multi-Channel Campaigns:** Targeted outbound dispatch across Email, SMS, WhatsApp, and Web Push with real-time delivery and click funnel tracking. ### 3.3 Autonomous Email Gateway (`email-channel`) - **Real-Time Gmail Pub/Sub & Outlook Graph:** Eliminates slow email polling by receiving instant webhook pushes from Google Cloud Pub/Sub upon email arrival. - **Draft vs. Send Modes:** Support for human oversight (`mode: draft`) or autonomous responses (`mode: send`) gated by confidence thresholds (`minEmailConfidence >= 0.85`), with configurable 24h, 48h, or 72h follow-up intervals. - **Ping-Pong Loop Breaker:** Algorithmic safeguard capped at 10 turns to avoid infinite auto-reply email loops with customer out-of-office autoreponders. --- ## 4. Deterministic Capability Registry (26+ In-House Autonomous Tools) Unlike brittle chatbot function-calling, Basira features a **Deterministic Capability Registry** (`agent-brain/src/tools/` and `capabilityMetadata.js`): | Capability Key | Tool Script | Execution Behavior & Channel Modality | |---|---|---| | `book_appointment` | `bookAndDispatchMultichannel.js` | Direct two-way sync with Cal.com & ERPNext. Simultaneously locks calendar slot and operatory room, generates Google Meet link, and dispatches `.ics` invite + WhatsApp confirmation. | | `calculate_financing` | `calculateFinancingOptions.js` | Real-time calculation of down payments, installment plans, and monthly financing costs for high-ticket medical/aesthetic procedures or commercial contracts. | | `generate_quote_pdf` | `generateQuotePdf.js` | Dynamically renders a branded, itemized PDF estimate on the fly, storing it in S3/local vault and delivering a signed download link. | | `send_pdf_brochure` | `sendPdfBrochure.js` | Dispatches marketing collateral, clinic brochures, or service menus directly to the caller's WhatsApp while they are talking on the phone. | | `edit_customer_memory` | `customerMemory.js` | Autonomously updates persistent customer dossier tags (allergies, clinical notes, VIP tier, preferred doctor, schedule preferences). | | `knowledge_gap_harvest` | `knowledgeGapHarvester.js` | Automatically logs questions that the AI could not answer with high confidence into a prioritized admin backlog for 1-click resolution. | | `simulate_conversation` | `conversationSimulator.js` | Runs synthetic persona dialogues to stress-test agent prompts, safety bounds, and tool executions before publishing to production. | | `reconcile_bookings` | `bookingReconciler.js` | Audits calendar records against ERP ledgers to detect and auto-resolve schedule drift, double-bookings, or canceled slots. | | `generate_payment_link` | `tapPayments.js` | Creates an instant Tap Payments checkout link in native QAR with Apple Pay support, dropping it directly into WhatsApp or web chat. | | `submit_review` | `submitReview.js` | Captures verified customer ratings and dispatches 1-tap Google Maps review links to satisfied customers (rating >= 4). | | `create_ticket` | `createTicket.js` | Formulates structured support tickets with severity levels, routing directly to technical or medical supervisors. | --- ## 5. 3-Tier Enterprise Controls & Configuration Architecture The platform provides a strict **3-Tier Operational Control Matrix** (`UNIFIED_CONTROLS_SPEC.md`): ``` ┌──────────────────────────────────────────────────────────────────────────────┐ │ TIER 1: Contractor / Front-Line Operator (Simple Mode in /dashboard) │ │ • Voice preset pickers (Adam, Khalid), tone presets (Professional/Urgent) │ │ • Web widget customizer: 6 brand swatches, 4 launcher icons, orientation │ │ • Spoken business names, operating hours, morning outreach start time │ │ • Quiet hours toggle (8:00 PM auto-freeze), email mode (draft vs send / SLA) │ ├──────────────────────────────────────────────────────────────────────────────┤ │ TIER 2: Technical Client / Agency Power User (Fine-Tune PRO Mode) │ │ • Acoustic physics: Eagerness (0.0-1.0, 600ms floor), VAD sensitivity (0.25s)│ │ • Prompt Studio variables: {{business_name}}, {{service_area}}, {{policy}} │ │ • SLA & CSAT rules: 4 priority tiers, 5m response / 30m resolution SLA │ │ • 12 native event triggers (VIP, churn risk, escalation) & multi-channel CRM │ │ • Subagent fleet handoff rules, scoped tool keys (selected_tool_keys) │ │ • Bilingual switch confidence (0.65 threshold), RAG similarity cutoff (0.50) │ ├──────────────────────────────────────────────────────────────────────────────┤ │ TIER 3: Platform Super-Admin / Infrastructure Engineer (Restricted /admin) │ │ • Telephony SIP trunk routing, ambient noise floor gate (-42.0 dB) │ │ • Webchat CORS origin whitelist & script embed authorization │ │ • Carrier 10DLC throughput caps, predictive dialer Erlang-C pacing factor │ │ • Token budget ceiling (4,000 tokens/turn), tenant memory isolation guard │ │ • Webhook exponential retry schedules, IMAP/SMTP connection pooling │ └──────────────────────────────────────────────────────────────────────────────┘ ``` --- ## 6. Continuous Customer Memory & Self-Improving Learning Loop ### 6.1 Persistent Customer Dossier (`edit_customer_memory`) The AI Assistant never suffers from session amnesia: - **Personal Preferences:** Preferred practitioners, timing constraints, dietary or service notes (*"prefers Dr. Sarah"*, *"requests evening slots only"*). - **Clinical / Service Constraints:** Allergies, sensitivities, past treatment reactions (*"allergic to latex"*, *"sensitive to bright lighting"*). - **Ongoing Intent:** Upcoming milestones, high-value inquiries (*"evaluating full dental veneers for next quarter"*). - **Context Re-Hydration:** When a client contacts the business from any channel, the `contextHydrator` pulls their memory summary, allowing the assistant to greet them by name and reference past visits: *"Welcome back, Fatima! Are we continuing your consultation from last Tuesday?"* ### 6.2 Autonomous Self-Learning & Safety Guardrails (`feedback_self_learning.ts`) The platform continuously improves its knowledge base without manual prompt tweaking: - **Automated Q/A Quality Scoring:** When conversations resolve, the engine extracts question-answer pairs and scores their relevance, clarity, and completeness. - **Strict Anti-Hallucination Safety Filter:** Automatically rejects answers containing prices, phone numbers, policy terms, or dates from self-learning to prevent hallucination propagation. - **Staging & Auto-Approval:** High-scoring Q/A pairs are staged for admin review or auto-approved for Enterprise tiers, expanding FAQ coverage organically over time. --- ## 7. Built-In In-House CRM & Outbound Campaigns (`agent-crm`) Basira includes a native multi-tenant CRM designed for automated conversion and client retention: - **5-Stage Pipeline Tracking:** Classifies contacts into `lead`, `active`, `qualified`, `customer`, and `archived`. - **Predictive Dialer Pacing (`predictivePacer.js`):** Erlang-C mathematical pacing factor (1.0x - 4.0x) that dynamically adjusts outbound calling rate while keeping call abandonment strictly under 1.5%. - **Answering Machine Detection (AMD) & Voicemail Recovery (`amdRecoveryService.js`):** - Detects when outbound calls hit voicemail or carrier drops in under 2.5 seconds. - Automatically aborts the call and dispatches an instant WhatsApp recovery message with a 1-click booking link within 3 seconds: *"Hi Mohammed, we tried reaching you regarding your appointment. You can schedule your preferred time directly here: [Link]"*. - **Anti-Spam Cross-Channel Pacing:** Enforces 1,000ms delay between SMS dispatches and 2,000ms between voice calls. - **Statutory Quiet Hours & DNC Scrubbing:** Automatically freezes cold outreach between 8:00 PM and 8:00 AM AST and scrubs contacts against opt-out keywords (`STOP`, `UNSUBSCRIBE`). - **Autonomous Stale Lead Re-Engagement (`reengagementEngine.js`):** Scans contacts inactive for 30–90 days and schedules personalized seasonal offers in Arabic or English. - **Daily Automated Outreach:** Runs scheduled follow-up batches at 10:00 AM AST with up to two non-intrusive re-engagement touches. --- ## 8. Autonomous Scheduling & Resource Management (`basira-booking` & `basira-calcom`) - **Direct 2-Way Calendar Booking:** Real-time availability inspection during live phone calls or WhatsApp chats with instant slot reservation in Cal.com and ERPNext. - **Simultaneous Resource & Operatory Locking:** Locks both the practitioner and the treatment operatory/room at the same time to prevent double-booking. - **Turnaround Sterilization Buffers:** Automatically appends 10–15 minute turnover buffers between clinical appointments to ensure room reset and prevent practitioner burnout. - **Automated Video Conferencing:** Automatically generates Google Meet links for tele-health consultations, delivering `.ics` calendar invites directly to WhatsApp. --- ## 9. Commercial Billing & Tap Payments (`Basria-backend`) - **Native QAR Transactions:** Integrated with Tap Payments supporting Apple Pay, Visa, Mastercard, and GCC debit cards. - **In-Chat Payment Links (`generate_payment_link`):** The AI drops secure checkout URLs into WhatsApp or chat for consultation deposits or service invoices. - **Automated Invoice Ledger Sync:** Successful transactions immediately generate submitted ERP invoices and update double-entry accounting ledgers. --- ## 10. Service Desk, Reviews & Enterprise Integrations - **Autonomous Ticketing Desk:** Multi-channel ticket creation, priority matrix routing, and escalation paths. - **Post-Appointment Review Retention:** Automatically dispatches a 1-tap Google Maps review request via WhatsApp 2 hours post-appointment. - **Attendance & Workforce Sync:** In-house biometric attendance synchronization connecting branch checkpoints directly with Qatar WPS-compliant payroll ledgers. - **Sovereign In-House Integration:** Native REST, WebSocket, and PostgreSQL architecture connects directly with Frappe / ERPNext and external enterprise databases. --- ## 11. Screen-by-Screen Visual Verification Suite All 12 screenshots captured from the live production portal have been visually audited and verified: | # | Screen File | Route & Component | Audited UI Elements & Verified Telemetry | |---|---|---|---| | **01** | `01_operations_overview.png` | `GET /dashboard/overview`
*Operations Overview & Cockpit* | • Key Metric Gauges: Conversations (0 total, +12%), Bookings (1 scheduled, +8%), CRM Contacts (110 in pipeline, 109 leads), Hours Returned (11.8 hrs, +18%).
• Focus Queue: 0 open tasks, `All tasks cleared`.
• Stack Health: Voice Telephony (`Live`), Messaging Inbox (`Active`), CRM Engine (`Queued`), Backhouse (`Steady`).
• System Status: `Active & Answering`, `All systems healthy`. | | **02** | `02_unified_conversations.png` | `GET /dashboard/conversations`
*Unified Communications Hub* | • Channel Stream Filtering: `All channels`, `Voice & Transcripts`, `Google Meet & Bookings`, `Live Chat & WhatsApp`, `Email`.
• Status Segments: `All`, `Open / Upcoming`, `Pending`, `Completed`.
• Global Transcript Search: Search by caller, transcript text, or message.
• Session Viewer: Turn-by-turn transcript replay with audio playback. | | **03** | `03_agent_hub.png` | `GET /dashboard/agents`
*Autonomous Team Fleet Hub* | • Fleet Telemetry: Fleet Size (1 Active staff), Live Channels (4 touchpoints), Voice Telephony (1 real-time call engine), Autonomy Tier (100% knowledge sync).
• Agent Profile Card: `Adam (Bilingual AI Specialist)`, model `deepseek-chat`, tone `professional`, channels `Chat`, `Voice`, `Email`, `3 TOOLS ENABLED`.
• Directory Filters: `All (1)`, `Primary (1)`, `Sub-Agents (0)`. | | **04** | `04_workflows_automation.png` | `GET /dashboard/workflows`
*Workflow Automation Engine* | • Selective Channel Filtering: `All Channels`, `Messaging Channels`, `Voice Telephony`.
• Live Workflows (4 live): `Booking with Basira` (calendar booking), `Submit Review` (feedback collection), `Create Support Ticket` (service desk), `Capture Lead (CRM v3)` (CRM capture). | | **05** | `agent-config/01_agent_identity_tier.png` | `GET /dashboard/agents/[id]#identity`
*Agent Identity & Studio* | • Release Pipeline: `v3 live` immutable badge, `Draft changes` indicator, `Publish v4` cloud deploy button.
• Performance Tier: `Balanced` tier.
• Status Card: `Active`, 3 active channels (Chat, Voice, Email), `0 files` knowledge, Created `9/10/2026`.
• Floating Tool: Persistent `Test Sandbox` launcher. | | **06** | `agent-config/02_agent_prompt_rules.png` | `GET /dashboard/agents/[id]#prompt`
*System Prompt & Persona* | • Avatar Icon Matrix: 22+ selectable archetypes (Robot, Human, Detective, Researcher, Scholar, Persona, Operator, Voice AI, Friendly, Brain AI, Support, Chat, Security).
• Accent Themes: 8 calibrated palettes (Olive Brand, Sage, Clay, Trust Blue, AI Violet, Emerald, Amber Gold, Rose Pink).
• System Prompt Editor: 2,394 characters defining Qatar/GCC etiquette and bilingual tone.
• Quick Actions: Open Test Sandbox, Open Chat Inbox, Voice Dashboard, Email Dashboard. | | **07** | `agent-config/03_agent_channels_telephony.png` | `GET /dashboard/agents/[id]#channels`
*Connected Channels* | • Voice Telephony: Qatar DID line, neural STT/TTS synthesis, real-time routing (`Telephony Active`).
• Customer Messaging: WhatsApp Business API & web widget (`WhatsApp & Widget`).
• Email Gateway: Gmail Pub/Sub inbox monitor with autonomous replies (`Gmail Pub/Sub Active`).
• Channel Toggles: 3 Active toggles for instant channel activation. | | **08** | `agent-config/04_agent_knowledge_rag.png` | `GET /dashboard/agents/[id]#knowledge`
*Tri-Source Knowledge Base* | • Tri-Source Ingestion: Website URL scraper (`Website URL`), Text FAQ editor (`Title (optional)`), File/Docling PDF uploader (`Label (optional)`).
• Knowledge Sync: `Auto-synced` badge, `11 sources connected`.
• Strict Encapsulation: Knowledge is isolated to the specific agent. | | **09** | `agent-config/05_agent_workflows_tools.png` | `GET /dashboard/agents/[id]#tools`
*Workflows & Tool Permissions* | • Quota Telemetry: `4 of 8 active` capabilities.
• Unified Channel Execution: Skills activate across Voice Calls, WhatsApp & Web Chat, and Email Gateway.
• Active Tool Card: `Book Appointments & Calendar` with live availability check and booking link (`Booking Calendar ↗`). | | **10** | `vox_01_voice_library.png` | `GET /dashboard/voice/in-house#voices`
*Voice Library & Dialects* | • Curated Voice Library: 34 neural voice personas (Adam, Khalid, Fatima, Layla, Nasser) with native pronunciation of GCC locations.
• Dialect & Modality Assignment: Independent Voice IDs for Arabic and English with automatic code-switching.
• Sample Preview Player: In-browser player to audition cadence, warmth, and pitch.
• SIP Trunk Telemetry: Direct binding to carrier SIP trunks delivering streaming TTFB under 200ms. | | **11** | `vox_02_conversational_dynamics.png` | `GET /dashboard/voice/in-house#dynamics`
*Turn-Taking & Cadence* | • Response Eagerness Slider: Precise pause calibration with 3 presets: `Instant Eager (750ms)`, `Conversational (1000ms)`, `Thoughtful (1400ms - 1600ms)`.
• Interruption Barge-In Sensitivity: Real-time speech-stop window calibration allowing callers to interrupt naturally.
• Queue Purging: Web Audio buffer cancellation clearing playback queues within 250ms of detected caller speech.
• Cadence Timing: Streaming audio delivery with time-to-first-byte under 200ms. | | **12** | `vox_03_acoustic_shield_dsp.png` | `GET /dashboard/voice/in-house#shield`
*Acoustic Shield & Environment Sim* | • Ambient Environment Simulator: 4 selectable acoustic room presets (`Quiet Studio`, `Busy Cafe`, `Corporate Office`, `City Street`) to inject realistic room tones.
• Spectral Noise Reduction: 4-stage DSP suppression (`Off / Raw Audio`, `Light -6dB`, `Moderate -12dB`, `Heavy -18dB`) to eliminate caller background noise.
• Acoustic Realism Injection: Prevents sterile dead-air silence on phone lines.
• Filter Telemetry: Hardware status indicator with one-click cloud sync to production SIP trunks. | --- ## 12. Recommended Live Client Demonstration Flow | Step | Portal View / Route | Demo Objective | | :--- | :--- | :--- | | **1. Executive Cockpit** | `/dashboard/overview` | Review executive HUD gauges (Conversations, Bookings, Leads, Hours Returned) and system health. | | **2. Live Voice Telephony** | In-Browser Audio Sandbox | Place a real test call; demonstrate sub-600ms latency, natural Khaleeji Arabic greeting, bilingual code-switching, and barge-in. | | **3. Mid-Call WhatsApp Drop** | Voice + WhatsApp | Ask for a service brochure on the phone; the agent triggers `send_pdf_brochure` and delivers the PDF to WhatsApp during the call. | | **4. Dynamic Quote & Financing** | Voice / Chat | Request a quotation for an aesthetic procedure; agent runs `calculate_financing` and drops a formatted breakdown with monthly installments. | | **5. Autonomous Calendar Booking** | `/dashboard/bookings` | Book an appointment in natural language; demonstrate Cal.com sync, operatory room locking, and Google Meet link generation. | | **6. Sub-Agent Handoff** | `/dashboard/agents` | Demonstrate dynamic intent transfer from primary receptionist to billing specialist without losing context. | | **7. Continuous Memory** | `/dashboard/conversations` | Call back as the same customer; the assistant greets the user by name and references their previous visit. | | **8. Outbound Lead Recovery** | `/dashboard/crm/campaigns` | Trigger an outbound call that hits voicemail; show the automated WhatsApp recovery message dispatched in 3 seconds. | | **9. In-Chat Payment Settlement** | `/dashboard/billing` | Generate a QAR payment link in WhatsApp; demonstrate Apple Pay checkout and immediate ERP invoice creation. |