# Sendgage.ai

> **Headline**: SCALE OUTCOMES, NOT HEADCOUNT.
> **Subheadline**: Automate service, sales, and retention with digital roles inside your existing workflows.

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## 1. Philosophy & Approach

### The Problem
**Your teams don't need more tools. They need outcomes at scale.**
1. SaaS licenses scale cost; roles scale throughput.
2. Tools create work; roles do the work.
3. Dashboards don't close tickets; operators do.

### The Solution: Digital Roles
Sendgage is an operating layer, not just a chatbot platform. We deploy "Digital Roles"—purpose-built AI agents that execute specific job functions.

**The ROI Equation:**
INPUT VOLUME (Tickets, leads, orders) + WORKFLOW ENGINE (Routing, AI, connectors) = COMPLETED OPERATIONS (Resolved ticket, CRM update, task completion).

You pay for completed operations, not seats.

### Deployment Logic
1. **Grounding & Knowledge**: Ingest policies, product docs, internal KB, historical tickets. Controls: source priority, versioning, approvals.
2. **Workflow Embedding**: Connect CRM/helpdesk/CDP/data warehouse; define triggers & actions. No rip-and-replace. Works inside existing queues.
3. **Governance & Scale**: RBAC, audit logs, monitoring, fallback to humans, SLA/limits. Designed for high load (10M+ events).

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## 2. Digital Roles Library

### Role 01: L1 Support Agent
**Mission**: Resolve repetitive tickets end-to-end (FAQ, order status, simple troubleshooting).
- **Output**: Resolved ticket or Escalated case with context.
- **Outcomes**: Deflection Rate ↑ • Avg Handle Time ↓ • CSAT ↑
- **Key Capabilities**: 
  - Grounded answers from approved sources (No hallucinations).
  - Native AI-to-human handoff in the same thread.
  - Continuous learning from resolved tickets and operator edits.

### Role 02: L2 Triage & Dispatcher
**Mission**: Route every case to the right owner with full context.
- **Output**: Structured case summary + Next-best-action + Correct Queue Routing.
- **Outcomes**: Routing Accuracy ↑ • Resolution Time ↓ • Agent Focus ↑
- **Key Capabilities**:
  - Enriches tickets with data from CRM/ERP before a human sees them.
  - Classifies intent and priority based on policy.
  - Triggers "next best action" suggestions.

### Role 03: Sales Qualifier
**Mission**: Qualify inbound leads and write clean CRM data automatically.
- **Output**: Qualified lead + Enriched CRM record + Scheduled meeting.
- **Outcomes**: Lead Response Time ↓ • SQL Conversion ↑ • Pipeline Velocity ↑
- **Key Capabilities**:
  - Captures intent, budget, timeline, and decision process.
  - Syncs data to CRM/CDP fields (not just chat logs).
  - Handles scheduling and follow-ups.

### Role 04: Retention Manager
**Mission**: Detect churn risk and run save journeys.
- **Output**: Reactivation tasks + Retention offers + Churn risk signals.
- **Outcomes**: Churn Reduction ↓ • Lifetime Value ↑ • Reactivation Rate ↑
- **Key Capabilities**:
  - Monitors usage drops, negative sentiment, and expiry dates.
  - Launches proactive WhatsApp/Email journeys.
  - Enforces contact policies (anti-spam).

### Role 05: Catalog Assistant
**Mission**: Product answers at SKU scale.
- **Output**: Accurate recommendations + SKU references + Compatibility checks.
- **Outcomes**: Search Conversion ↑ • Support Queries ↓ • Basket Size ↑
- **Key Capabilities**:
  - Connects to PIM/ERP for real-time inventory and specs.
  - Validates compatibility (e.g., "Does this part fit this model?").
  - Links directly to SKUs; never invents products.

### Role 06: Post-sales & Onboarding Manager
**Mission**: Guide new customers through activation and setup.
- **Output**: Activated account + Completed setup checklist.
- **Outcomes**: Time-to-Value ↓ • Activation rate ↑ • Onboarding cycle time ↓
- **Key Capabilities**:
  - Step-by-step guidance in chat.
  - Intelligent scheduling for human CSMs.
  - Tracks adoption milestones and nudges users.

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## 3. Industry Solutions & Use Cases

### Banking
*Transform customer experience, activation, and retention.*
- **Card activation**: Activation flows plus PIN setup.
- **KYC updates**: Reminders and document upload inside the messenger.
- **Collection**: Soft payment reminders and restructuring options.
- **Deposit retention**: Renewal offers before maturity.
- **Lending**: Installments or credit limit offers based on transaction triggers.
- **Geo-fraud**: Transaction confirmation followed by automatic unfreeze.

### Retail & eCommerce
*From abandoned cart recovery to staff operations.*
- **Cart Recovery**: Triggered 1h after abandonment via WhatsApp.
- **Returns**: Self-serve return initiation and label generation.
- **Back-in-Stock**: Notify customers when specific SKUs return.
- **O2O**: Offline traffic digitization via QR codes in-store.
- **Staff Ops**: Field staff geo-control and planogram checks via photo AI.
- **Digital Receipt**: Send PDF receipts to WhatsApp to build a channel.

### Telecom
*Transform technical support and roaming revenue.*
- **L1 Diagnostics**: Check line status, detect outages, guide troubleshooting.
- **Upsell**: Usage-based data top-ups when limits are reached.
- **Churn Prevention**: Handle termination requests with retention offers.
- **Roaming**: Contextual offers upon border crossing.
- **Callback**: Intelligent scheduling of support calls.

### Logistics & Delivery
*Solve returns, courier NPS, and complaints.*
- **Storage Extension**: Reminders before parcel expiry at PUDO.
- **NPS**: Post-delivery rating for couriers.
- **Complaint Intake**: Convert free-text complaints into structured tickets.
- **Delivery Fallback**: Switch to WhatsApp if Push fails.
- **Address Correction**: Proactive contact for failed deliveries.

### Real Estate
*Automate sales, handover, and resident services.*
- **Lead Qualification**: Segment leads by budget and timeline.
- **Booking**: Schedule viewings and sync with agent calendars.
- **Key Handover**: Automated booking and document checklists.
- **Service Requests**: Resident reporting of facility issues.
- **Construction Updates**: Photo reports to equity holders.

### Health & Beauty
*Solve no-shows and schedule gaps.*
- **Confirmations**: 24h reminders with confirm/reschedule buttons.
- **Waitlist**: Automatically offer free slots to the waiting list.
- **Reactivation**: Re-engage patients who haven't visited in 6 months.
- **Pre-visit**: Anamnesis collection and preparation instructions.

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## 4. Technology: Accura Engine™

**Headline**: Accuracy is an orchestration problem.
**Benchmark**: 98% precision on enterprise datasets (vs ~80% for vanilla RAG).

**How it works:**
1. **Source Priority**: Strict hierarchy of approved sources (PIM > CRM > KB).
2. **Context Retrieval**: Advanced vector search with metadata filtering.
3. **Verification**: Multi-step logic to check answer against constraints.
4. **Confidence Gating**: If confidence < threshold, ask clarifying question or escalate.
5. **PII Redaction**: Automatic stripping of sensitive data before processing.

**Security & Infrastructure:**
- **Single-tenant Isolated**: Dedicated environment per client.
- **On-prem / Private Cloud**: Run LLM nodes within your VPC.
- **Data Residency**: EU / US / APAC specific hosting.
- **RBAC & SSO**: Enterprise-grade access control.
- **Audit Logs**: Full traceability of every AI decision.

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## 5. Integrations

**We integrate with your stack, we don't replace it.**

- **CRM**: Salesforce, Microsoft Dynamics 365, HubSpot, Zoho, Bitrix24.
- **ERP**: SAP S/4HANA, Oracle, NetSuite, Odoo.
- **Channels**: WhatsApp Business API, Telegram, Viber, SMS, Email.
- **Service**: Zendesk, ServiceNow, Jira, Freshdesk.
- **Data**: Snowflake, BigQuery, Segment, PostgreSQL.
- **Connectivity**: REST API, Webhooks, Custom Connectors.