
Beyond Chatbots: AI Reasoning at Scale with AI Advisor
From Telemetry Now by Phil Gervasi
November 20, 2025 · 52 min · Season 2 · Episode 62
About this episode
The episode explores AI reasoning in network operations with insights from Kentik's AI Advisor.
Kentik’s Mav Turner joins host Phil Gervasi to go beyond chatbot hype and dig into real AI reasoning for network operations. They discuss how Kentik AI Advisor uses network intelligence, hybrid RAG, and tool-calling to troubleshoot issues, optimize cost, and democratize access to network expertise. Along the way, they cover architecture, data governance, model evaluation, and why AI has to be built into an observability platform itself, not bolted on.
People in this episode
Host: Phil Gervasi
Guest: Mav Turner
Topics covered
- AI reasoning
- network operations
- cost optimization
- data governance
- observability platforms
Keywords
- AI reasoning
- network intelligence
- troubleshooting
- cost optimization
- data governance
- observability
Mentioned in this episode
Organizations: Kentik
Products: AI Advisor
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