AI resolves 60-80% of support tickets instantly — 24/7, 30+ languages, consistent quality. Humans handle the complex 20%. Together: 95% CSAT. Here's the data.
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| Metric | Human Only | AI + Human |
|---|---|---|
| First response time | 2-24 hours | Instant (AI) |
| Resolution time (simple) | 4-48 hours | Seconds (AI) |
| Availability | Business hours | 24/7 |
| Languages | 1-3 | 30+ |
| Cost per ticket | $5-15 | $0.50-2 (AI) / $5-15 (human) |
| CSAT score | 75-85% | 85-95% |
| Consistency | Varies by agent | 100% consistent (AI) |
| Empathy | High | Low (AI) / High (human) |
| Complex problem solving | High | Low (AI) / High (human) |
What AI Handles Well
- FAQ answers (password reset, shipping info, return policy)
- Order status and tracking
- Account changes (update address, change plan)
- Billing questions and invoice lookup
- Product recommendations based on needs
- Troubleshooting guides (step by step)
- Ticket routing and classification
- Multilingual support
- After-hours coverage
AI resolves 60-80% of tickets without human involvement.
What Still Needs Humans
- Angry or emotional customers (empathy matters)
- Complex multi-issue cases
- Exceptions and one-off situations not in training data
- Negotiations and compensation decisions
- Technical issues requiring investigation
- VIP/enterprise customers who expect white-glove service
- Anything involving safety or legal liability
Humans handle 20-40% of tickets, but these are the hardest ones.
The Winning Formula
- AI as first responder: Every ticket starts with AI — instant acknowledgment and initial resolution attempt
- Smart escalation: AI detects when to hand off (emotion, complexity, VIP status) and routes to human with full context
- Human for complexity: Humans focus on the 20-40% of tickets that need empathy, judgment, or creativity
- AI assists humans: Even on human-handled tickets, AI drafts responses, suggests solutions, summarizes history
- Continuous learning: AI learns from human escalations to handle more over time
60-80%
Tickets AI resolves
95%
CSAT with AI + human
24/7
Coverage
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