<?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/5d793f4b6f2b4009803f00dcdc414471&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/5d793f4b6f2b4009803f00dcdc414471-9b5806c6c2384310.gif</thumbnail_url><duration>79.44</duration><title>Optimizing Dispatch Decisions with EV Reliability Co-Pilot</title><description>In this video, I discuss the importance of balancing dispatching quickly with the need for verification to avoid wasting time and ensuring data accuracy. I introduce the EV Reliability Co-Pilot, which enhances our triage process by combining severity and certainty-aware scoring to improve our decision-making. The tool produces a ranked queue and recommended actions for dispatchers, with confidence levels that fluctuate based on evidence consistency. If confidence is low, we should prioritize verification; if it&apos;s high, we can proceed with confidence. I encourage everyone to familiarize themselves with this tool and its implications for our workflow.</description></oembed>