Client: B2B software company | Services: AI-powered systems, SaaS integration
Challenge
Support volume scaled faster than headcount. Agents lacked unified context across tickets, docs, and product usage data.
Solution
- Semantic search across knowledge base and release notes
- AI-suggested replies with human approval gates
- Intelligent routing based on issue category and account tier
Outcomes
First-response resolution improved by 35% while average handle time decreased.
Guardrails
- PII redaction on model inputs
- Feedback loop for incorrect suggestions
- Weekly accuracy sampling by QA team

