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Case 13/Customer Success Automation/SaaS / Support

Automated Email Reply + CRM Sync

Classifies, replies and routes 5K+ support emails a month with context-rich CRM tickets.

The challenge

What was breaking

Support received 5K+ emails per month. Manual triage led to 2–3 day response delays, dropped tickets and CRM backlogs.

The solution

Email Reply Automation

Intent classification, auto-reply generation and CRM sync route routine inquiries automatically and escalate the rest with summaries and recommendations.

  • Intent classification across support categories
  • Auto-reply generation for routine inquiries
  • Smart escalation with AI summary
  • CRM sync with context-rich entries
  • SLA and response-time analytics
Solution design

How it works

4 stages
  1. 01

    Classify

    Email intent identified — billing, technical, feature request, churn signal.

  2. 02

    Reply

    Professional auto-reply generated for routine inquiries.

  3. 03

    Route

    Escalations sent to humans with AI summary and recommendation.

  4. 04

    Sync

    Context-rich CRM tickets created automatically.

Business impact

Before vs. after

MetricBeforeAfterImprovement
Response time1–2 days<2 hours90% faster
CRM backlog2–3 days lagReal-timeZero backlog
CSAT6.5/108.2/10+26%
Team overhead30% manual5%+25% productivity
Key outcomes

What changed

  • Faster ticket resolution
  • No CRM backlog
  • Higher customer experience quality
  • 3K+ automated replies handled per month
Capabilities

Inside the build

Intent classification across support categories
Auto-reply generation for routine inquiries
Smart escalation with AI summary
CRM sync with context-rich entries
SLA and response-time analytics
Talk to us

Could this work for your team?

We adapt these blueprints to your domain, data and governance constraints — typically delivering a working prototype in weeks.

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