Customer support automation
Ticket triage and resolution crews
For: Support and success teams routing and resolving tickets with agents
Support crews retrieve from a growing knowledge base and call the same tools (search, CRM lookup, order status) constantly. Per-request latency directly affects customer experience.
The problem
- →Knowledge-base retrieval slows as the corpus expands
- →Repeated identical tool calls (order lookup, account status) per conversation
- →High request volume amplifies per-hop serialization overhead
How Fast-CrewAI helps
FTS5 memory search
Fast, index-backed knowledge retrieval under a large, growing KB.
Tool result caching
17.3× faster repeated lookups within and across conversations.
Pooled DB connections
r2d2 pooling keeps concurrent conversations from contending.
Best for: High-volume, latency-sensitive crews with heavy tool reuse.
Ready to make CrewAI faster?
Talk to the team that wrote the acceleration layer. We take on performance audits, full system builds, and retained engineering.