Category: 311

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“Keep a Human in the Loop” Sounds Good. But What Is That Human Actually Doing?

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In every government AI strategy meeting, the moment things get uncomfortable, someone says it. "Keep a human in the loop." Everyone nods. Tension drops. We move on. But I have started stopping the room. Because that phrase does not answer the one question that matters. What is that human actually doing? In too many agencies, the answer is reviewing output, fixing errors, and cleaning up after the machine. We took our most experienced people and gave them a glorified proofreading job. That is not oversight. That is waste. Human judgment belongs upstream, setting standards, spotting patterns, and making the AI better every single time it runs.

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Your Agentic AI (Digital Front Door) Is Only as Smart as Your Knowledge Base

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If you can’t answer these questions, you are likely already in trouble. The most successful government AI initiatives are not fueled by the best technology but by the best information. When a citizen is routed to the wrong department, he or she is not going to say, “Oh, the problem is that the knowledge base wasn’t kept up to date.” They are going to say, “Oh, the problem is the government.” That is why knowledge management has to be a priority for leadership, not an add-on. The fastest way to a resolution is getting that person to the right place the first time.

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Why Agentic AI Fails Without Comprehensive Documented Knowledge or Information—Delayed Responses Lead to High Call Volume

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Your AI chatbot is not the problem. Your knowledge management is. I have watched government agencies invest thousands of dollars in AI tools — only to watch those tools stall, escalate, and frustrate the very residents they were supposed to help. Not because the technology was bad. Because the information behind it was buried, outdated, and scattered across shared drives nobody updates. Here is what Gartner found: 100% of AI virtual assistant projects built without solid knowledge management will fail to meet their goals. Not some. Not most. All of them. And a 2025 survey of more than 300 AI practitioners found that 61% say wrong or inconsistent answers are their biggest concern with AI adoption right now. That is the real problem hiding behind your call volume numbers.

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7 Government Knowledge Management Pain Points: Why Agentic AI Fails Without Comprehensive Documented Knowledge or Information – Tip #1

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Your AI chatbot isn't failing because of the technology. It's failing because it doesn't know enough. When government AI lacks access to complete, accurate, and documented knowledge, residents receive partial answers, outdated guidance, and confusing next steps. Trust declines. Complaints increase. Call volumes rise. Before investing in more AI tools, government leaders should ask a simple question: Does our knowledge exist in a system—or only in the heads of our employees? Agentic AI can only deliver great customer experiences when it is powered by comprehensive, current, and trusted knowledge. This is the first and perhaps most important AI readiness challenge facing government contact centers and 311 operations today.

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Traditional Internet Search is Dying! Is Your City’s 311 Data Crawlable for Residents?

Google just confirmed what I have been telling government leaders for months. The era of the "10 blue links" is over. AI Mode has surpassed 1 billion monthly users. AI Overviews now reach more than 2.5 billion people a month. And the way your residents, business owners, and technology partners find government information online has fundamentally changed. If your agency's digital presence is buried behind an outdated web portal or missing from the spaces where your community actually searches — AI will not find you. And if AI cannot find you, neither can the people you serve. I am sharing three things government leaders can do right now to stay visible in the age of AI search.

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City’s NYC311 CRM Upgrade Set for Mid-Year Launch

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former Mayor Bloomberg at 311 (photo: Edward Reed)The city’s 311 non-emergency call center for information about city services and to lodge complaints is nearing a mid-year re-launch, its first major overhaul since being introduced by Mayor Michael Bloomberg in 2003. The revamped system, estimated to debut in July, will modernize 311’s currently outdated system that...

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Creating a Connected City in Today’s Ever-Evolving World

Rosetta Lue, Chief Customer Service Officer & 311 Contact Center Operations Director, City of Philadelphia sat down with Argyle to discuss the in’s and out’s of running customer service for a city. In today’s society, how do you create a connected city? There are multiple levels to creating a truly connected city. We are working through …

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Bringing Government Agency Contact Centers and the Internet Together for a Seamless Customer Experience

Taxpayers often turn to the government when they are overwhelmed and stressed out by personal circumstances. A fragmented experience across government websites compounds their distress both increasing the burden on call center staff and the cost of meeting taxpayers needs. A consistent, thoughtfully designed experience (starting with websites and contact centers) will make a tremendous …

Continue reading "Bringing Government Agency Contact Centers and the Internet Together for a Seamless Customer Experience"