Context
A B2B SaaS with growing support volume and a team that wasn’t scaling at the same pace as its customer base.
Challenge
- Repetitive tickets eating 70% of the team’s time.
- Documentation scattered across Notion, Help Center and Intercom.
- Opaque metrics on response quality.
Solution
- Agent with RAG over the unified documentation.
- Deterministic hand-off to a human when confidence drops below threshold.
- Quality, latency and cost-per-conversation dashboard.
Results
- Pending update with real client metrics.
“Pending: real client testimonial.”
Stack
Anthropic React AWS