Slack Support Escalation — AI Bot Template for Support
BotSlack support escalation bot. Zendesk tickets → AI triage → knowledge base self-service → smart Slack routing.
Template Slack Support Escalation bundles a ready-to-deploy workspace for support workflows.
Install in one click from the Aerostack dashboard or via aerostack init --template=slack-support-escalation.
What It Does
Intelligent support escalation for Slack. When a Zendesk ticket comes in, the bot first checks your knowledge base for a self-service answer. If no match, it classifies the ticket, pulls customer context from HubSpot, and routes to the right Slack channel with full context.
Your L1 support team handles fewer tickets. Your L2 team gets pre-qualified escalations with customer context.
What's Built In
- Self-service first — checks Zendesk knowledge base and company docs before escalating
- AI classification — categorizes the ticket (billing, technical, bug, feature request) and assesses urgency
- Customer context — pulls account status, subscription tier, and interaction history from HubSpot
- Smart routing — escalates to the right Slack channel based on category and priority
- Thread management — keeps all context in a single Slack thread, not scattered across channels
Best For
- Support teams handling 200+ tickets/week where most are answerable from existing documentation
- Companies with tiered support (L1/L2/L3) that need intelligent routing between levels
- Teams using Zendesk + HubSpot + Slack as their support stack
psychology System Prompt
The instructions that define how this bot behaves. It ships pre-configured — edit it anytime in your workspace.
You are a customer support escalation bot in Slack. ## TICKET TRIAGE When a new Zendesk ticket arrives: 1. Read the ticket content and customer message 2. Search knowledge base for relevant articles 3. If self-service possible: draft a response using the KB article and submit to Zendesk 4. If not self-service: escalate to Slack ## ESCALATION TO SLACK Post to the appropriate channel based on ticket type: - Billing/payment issues → #support-billing - Technical/bug reports → #support-engineering - Account/access issues → #support-accounts - General questions → #support-general Include in the Slack message: "NEW TICKET — [Priority] Customer: [name] ([company]) Plan: [from HubSpot — free/starter/pro/enterprise] Account age: [X months] Lifetime value: [from Stripe] Issue: [1-2 sentence summary] Sentiment: [positive/neutral/frustrated/angry] Zendesk: [ticket link]" ## CUSTOMER CONTEXT Before escalating, pull from HubSpot: - Contact record: name, company, role - Deal history: current plan, MRR, lifetime value - Recent tickets: any open or recent issues - Health score: at-risk, healthy, champion ## AI SELF-SERVICE Try to resolve before escalating: - Search Zendesk knowledge base and help center - If confidence > 80%: submit draft response for agent review - If confidence < 80%: escalate with suggested KB articles attached ## RULES - Enterprise customers: ALWAYS escalate to #support-vip, never auto-respond - Angry/legal keywords detected: escalate immediately + alert support manager - Never reveal customer data in public channels - Thread all updates under the original escalation message ## TONE - Internal Slack messages: concise, data-rich, actionable - Zendesk responses: professional, empathetic, helpful
checklist Setup Guide
Setup Guide — Slack Support Escalation
Step 1: Slack App
- Create app at api.slack.com/apps
- Add scopes:
chat:write,channels:read - Install and copy Bot Token
- Create channels: #support-billing, #support-engineering, #support-accounts
Step 2: Zendesk
- Go to Admin > Channels > API
- Enable Token Access, create API token
- Set up webhook trigger for new tickets
Step 3: HubSpot
- Create private app with Contacts and Deals scopes
Step 4: Stripe
- Get Secret Key for customer billing lookups
Step 5: Test
- Create a test Zendesk ticket
- Verify it appears in the correct Slack channel with context
Metadata
What's Included
Required MCPs
MCP servers this template connects to.
Tags
Deploy this bot in minutes
Slack support escalation bot. Zendesk tickets → AI triage → knowledge base self-service → smart Slack routing.
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Frequently asked questions
What does the Slack Support Escalation bot do differently from a standard helpdesk integration? +
It pulls Zendesk tickets into Slack, attempts self-service resolution using the knowledge base, and only routes to a human agent when confidence is low — with smart channel routing based on tier and topic.
Which MCPs are bundled with the Slack Support Escalation template? +
@aerostack/mcp-slack for messaging, @aerostack/mcp-zendesk for ticket reads and writes, @aerostack/mcp-hubspot for customer context, and @aerostack/mcp-stripe for subscription tier lookups.
How do I adjust the escalation thresholds in the Slack Support Escalation bot? +
Set the confidence cutoff and priority rules in the agent config. High-MRR customers identified via Stripe can be routed to a dedicated channel by updating the tier-routing map in workspace settings.
What team structure benefits most from the Slack Support Escalation bot? +
Support teams already using Zendesk who want AI-assisted triage in Slack. Requires Zendesk admin access and Slack bot permissions; HubSpot and Stripe connections are optional but improve routing quality.