CRAB vs Traditional Chatbots
See why AI-powered customer operations outperform rule-based chatbots for support, sales, and automation.
| Feature | CRAB | Traditional |
|---|---|---|
Natural language understanding LLM-powered intent recognition vs rigid keyword matching | ||
Knowledge base (RAG) Grounded answers from your documents vs pre-scripted responses | ||
Multi-channel deployment One AI brain across 6+ channels vs per-channel silos | Limited | |
Workflow automation AI-driven conditional logic with API integrations | ||
Human takeover Full context handoff with unified inbox | ||
Continuous improvement Update knowledge base once, all channels improve instantly | ||
Setup time No-code bot builder vs complex decision tree authoring | Minutes | Weeks |
Model choice Choose the best LLM for your use case | GPT, Claude, Gemini | N/A |