5 min read•Updated October 2026
Setting Up AI Support Quality Audits (Gemini, Groq, DeepSeek)
Configure automated daily LLM evaluation of staff responses, helpfulness scorecards, and PII data sanitization.
Overview The AI Ticket Quality Auditor inspects answered support tickets daily at midnight (or upon custom schedule). It grades staff replies on an objective 1-10 scale based on whether the customer's root problem was actually addressed.
Supported AI Providers 1. **Google Gemini**: High throughput and cost efficiency using Gemini Flash. 2. **Groq Cloud**: Ultra-low latency Llama-3-70b inference. 3. **DeepSeek**: DeepSeek-Chat V3 for deep technical and code-level comprehension. 4. **Self-Hosted Ollama**: 100% private on-premise inference over your LAN (`http://10.0.0.5:11434`).
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