Bringing new technology into a municipality means real questions about security, data, and what your team is actually responsible for.
In this webinar, municiPal AI co-founders Kristy Guthrie and Kerry Fraser answered those questions directly, walking IT and technical teams through exactly how the platform works.
The conversation covered:
- How content gets ingested, cleaned, tagged, and scored for authority
- The security layer every question passes through, including encryption, prompt injection protection, and threat detection
- How the platform’s agentic system routes a single question across multiple specialized agents
- What implementation actually requires from an IT team, and where that responsibility ends
- How results get re-ranked and validated before a response is generated
What came through clearly is that a single search bar hides a lot of coordinated work behind it, content gets verified, ranked, and cross-checked well before an AI model ever puts an answer into words. That structure is exactly what gives IT teams the confidence to say yes.
Watch the full session
Catch the full recording for a closer look at the architecture, plus the live demo.
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