The 9pm Problem
A Korean grandmother gets an eviction notice. It’s 9pm. The legal aid clinic closed at 5. She doesn’t know what the notice says because it’s in English. She doesn’t know whether she has to leave tomorrow or in 30 days. She doesn’t know who to call.
A teenager needs help understanding a city planning document for a school project. It’s written in bureaucratic English that even native speakers struggle with. His parents can’t help. The library is closed. Google gives him 40 links but no answers.
A new resident needs to find a clinic that accepts Medi-Cal and has staff who speak Tagalog. She could spend an hour on the phone being transferred between agencies, or she could ask someone who already knows.
These are real situations that happen in Koreatown every day. They share a common feature: the need for information that exists but isn’t accessible at the moment it’s needed.
What KATI Does
KATI - Ktown Artificial Team Intelligence - is an AI assistant designed to help Koreatown residents access information, navigate services, and connect with resources. It’s available at ai.ktown.team.
KATI is not a chatbot pretending to be a person. It’s a tool that draws on the wiki, community resource directories, and public information to help people find what they need. It can answer questions about Ktown Team’s programs and policies. It can help someone understand a document. It can point a resident toward the right service for their situation.
The key design principles:
- Available when offices aren’t. The 9pm problem is real. Information needs don’t follow business hours.
- Multilingual. A tool that only works in English isn’t useful in a neighborhood that speaks twenty languages.
- Honest about limits. KATI should say “I don’t know” when it doesn’t know. It should direct people to human help when the situation requires it. An AI that guesses when the stakes are high is worse than no AI at all.
Why a Community Org Is Building This
Most AI tools are built to sell products, increase engagement, or reduce staff costs. KATI exists because there’s a real gap between when people need information and when they can get it.
Community organizations have always depended on people - staff, volunteers, case workers - to connect residents with resources. That model works during office hours, when someone picks up the phone. It doesn’t work at 9pm, on weekends, or when the volume of questions exceeds what a small team can handle.
KATI doesn’t replace people. It extends the hours. It handles the questions that have clear answers so that when someone does reach a person, that conversation can focus on the complex situations that require human judgment.
The Ethics Question
We take the ethical AI commitment seriously. That means:
- Community-approved guidelines for what KATI can and can’t do
- No data collection beyond what’s needed to answer the question
- Explainability - people should understand why KATI gave the answer it gave
- Regular audits for accuracy, fairness, and alignment with community values
- Human override - KATI should always make it easy to reach a real person
AI in community settings carries real risks. A wrong answer about tenant rights could lead someone to make a bad decision. A misunderstood translation could create confusion at a critical moment. The standard for community AI isn’t “good enough.” It’s “trustworthy enough that a grandmother follows its advice at 9pm.”
We’re not there yet. KATI is in active development. But the direction is set by the community’s needs, not by what the technology makes possible.
The Larger Picture
KATI is one of 34 platform tools Ktown Team is building. It connects to the resource hub, the translation platform, and the community wiki. The goal is an ecosystem where information flows to the people who need it, in the language they speak, at the time they need it.
No tool does that alone. But a tool that’s available at 9pm, that speaks Korean and Spanish and English, that knows what resources exist in the neighborhood and how to find them - that fills a gap no amount of staffing can close.
That’s what KATI is for.