Live Operations Workspace
Dashboard
Priority Queue
Ticket queue
AI Triage Lab
Analyze a customer message
Generated Intelligence
Triage result
Submit a customer message to generate sentiment, urgency, category, summary, and response guidance.
Data Intake
Integration sources
Ingestion Pipeline
Source to intelligence flow
Support Playbooks
Knowledge library
Agent Guidance
Article detail
Operational Queue
Ticket intelligence table
n8n-ready Rules
Automation rules
Workflow Simulator
Selected ticket preview
Recent Actions
Operations log
Executive Intelligence
Support operations health
AI-generated performance summary will appear here.
Volume Drivers
Ticket category mix
Risk Signals
SLA and sentiment exposure
Process Improvement
Recommended backlog
Automation Impact
Effort avoided
Implementation Blueprint
Customer support intelligence architecture
A practical system map for turning email, CRM, helpdesk, and webhook inputs into AI triage, knowledge guidance, automation triggers, and executive operations insight.
Data Flow
Source to action pipeline
Email, CRM, helpdesk, or webhook event enters the system.
Customer, channel, subject, message, company, and metadata are standardized.
AI assigns sentiment, category, urgency, SLA risk, and next best action.
Knowledge articles, response drafts, and routing recommendations support the agent.
n8n-style workflows push escalations, CRM updates, and improvement signals.
Data Model
Core objects
Automation Layer
Workflow handoffs
Build Roadmap