<?xml version="1.0" encoding="UTF-8"?><oembed><type>video</type><version>1.0</version><html>&lt;iframe src=&quot;https://www.loom.com/embed/c4d7ddda791a4e8983ffb18d0b72bf16&quot; frameborder=&quot;0&quot; width=&quot;1920&quot; height=&quot;1440&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>1440</height><width>1920</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>1440</thumbnail_height><thumbnail_width>1920</thumbnail_width><thumbnail_url>https://cdn.loom.com/sessions/thumbnails/c4d7ddda791a4e8983ffb18d0b72bf16-ce53297f9884b16e.gif</thumbnail_url><duration>301.726</duration><title>Aegis Map: Safety First Route Planning</title><description>This Loom presents Aegis Map, a safety and security focused navigation and mapping product for going from point A to B at night. It shows a real time London map with aggregated safety related events in a heat map format, drawing from sources like news feeds, weather events, emergencies, and TFL events, and using LLMs to parse news into structured data. The route planning lets users set a safety or risk preference, showing safer green routes that avoid recent events from the last 24 hours compared with shorter gray routes. The demo also covers a walking application, hotel risk heuristics for unfamiliar areas like Canary Wharf, and behind the scenes deployment on Modal with exposed APIs for future integrations such as Google Maps, plus a chatbot that can answer questions like how safe Bethnal Green is (Gemini 3.8 Flash) and display recently recorded crimes by area.</description></oembed>