Welcome to Energy Bytes - your essential guide to the intersection of data and energy.

Hosted by industry veterans John Kalfayan and Bobby Neelon, this podcast dives deep into the world of energy, shedding light on how data, AI, and technology are revolutionizing this sector.
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#87

EP 85: Aarya Borele from Evardi Energy

Utilities are drowning in paperwork long before a repair crew ever leaves the yard. Aarya Borele, co-founder and CTO of Evardi Energy, walks John and Bobby through outage requests getting rejected a day out, FERC 881 pushing line ratings from seasonal to hourly, and why 95 percent accuracy is a failing grade when the lights are on the line. Also in here: the grid as cloud infrastructure, Griddy's flameout, and a 49ers conspiracy theory involving a substation. Click here to watch a video of this episode. 0:00 Agents, VMs and running everything at once 3:26 Back in the studio 4:34 What Evardi does 5:45 Uri and the incentive problem 10:28 When the ISO rejects your outage 12:35 How the grid actually works 15:02 FERC 881 and hourly line ratings 17:46 Where Evardi fits in 21:37 Blackouts in India and Kenya 25:28 The grid as cloud infrastructure 30:17 Griddy and the wholesale gamble 33:45 The stack, compliance and weather models 37:40 Accuracy in critical infrastructure 40:22 Jargon, bad data and context 45:56 Models, local hosting and token costs 55:29 The 49ers substation theory 57:13 Speed round 1:05:38 Physical AI and robot ducks 1:11:25 Paying attention in a granola world 1:14:09 The ask https://twitter.com/collide_ai https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/collide-ai.bsky.social https://www.linkedin.com/company/collideai