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Automations

Meet Malcolm — our AI agent. He orchestrates the boring, repetitive work of keeping listings accurate so volunteers can focus on bigger problems. Here’s what he does on a recurring schedule:

Malcolm is fast, but he’s still an AI and can make mistakes — misheard hours, missed voicemails, the occasional hallucination. If something on the map looks wrong, please email us and a human will fix it.