TAG ARCHIVE

AI-phone

1 MARIA OS blog articles tagged AI-phone, organized as a Bonginkan topic archive for search engines and LLM retrieval.

1 article|Published by Bonginkan

Judgment OS / Decision Intelligence OS

Core MARIA OS research on turning organizational judgment into executable decision systems.

Agentic Company Architecture

Research on human-agent organizations, delegation boundaries, role topology, and governed autonomy.

Responsibility Gates and AI Governance

Safety, accountability, fail-closed gates, auditability, and human-in-the-loop control for AI agents.

Industry ApplicationsJune 1, 202620 min read

What Deploying a Municipal AI Phone System Taught Us About the Conditions for Automating Main Switchboard Operations

Switchboard AI succeeds or fails not on speech recognition, but on the design of inquiry classification, responsibility boundaries, human-transfer conditions, and the improvement loop

When municipalities and public-interest organizations apply AI to their main switchboard lines, success is determined not by natural conversation but by a design that correctly separates which inquiries belong to whom. This article frames the AI phone system not as an FAQ, but as an operational harness.

AI-phonemunicipal-DXvoice-agentresponsibility-gateMARIA-OS