Manage episode 523427576 series 3480796
In the episode I welcome one of my favorite Public Works Nerds, Brian Simmons from Bolton & Menk. Brian and I look back at our recent presentation on Artificial Intelligence in Public Works - titled AI in the Sky - at the 2025 APWA PWX in Chicago.
We also critique and marvel at an AI generated podcast that was created using just our slide deck from that presentation. In between this and the jokes, we also talk about AI applications in Public Works that will be disruptive in a good way for Public Works professionals.
Below is the AI Generated Episode Description, which I must say I'm a bit disappointed with this time. Thanks for listening!
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AI GENERATED (Buzzsprout) DESCRIPTION
What if your city could turn weeks of fieldwork into decisions in a matter of days? We sat down together at a buzzing conference hall to unpack how AI and uncrewed aerial systems are shifting public works from manual, inconsistent surveys to fast, reliable insights you can act on. Our lens is practical: remove the dull, dirty, dangerous, and repetitive tasks so crews can spend more time fixing the real problems and less time hunting for them.
We start with pavement. Using vehicle-mounted imaging and computer vision, tools like Violytics generate network-wide PCI ratings with surprising speed—plus bonus detections like faded signs and sunken structures. That means fresher data for budget talks, clearer maps for crews, and consistent baselines you can trust. We then jump underground, where hours of CCTV “dirty videos” turn into prioritized worklists with platforms like SewerAI. Let the model find cracks, offsets, and roots; let engineers review, rank, and dispatch. The human stays in charge, and the algorithm never gets tired.
From there, we head to the sky. Drones paired with edge AI are quietly transforming inspections for cell towers, water towers, utilities, and urban forests—spotting defects and tracking disease without sending staff into harm’s way. We talk policy and privacy too: how to balance FOIA, data governance, and model provenance so IT can say yes with confidence. And we lean into what’s next: agentic AI that writes first drafts, cleans up slide decks, suggests dashboards, and eventually orchestrates systems—think stormwater storage decisions guided by sensors, weather forecasts, and smart controls.
If you care about smoother roads, smarter budgets, safer inspections, and stronger asset management, this conversation is your field guide. Subscribe for more Public Works Nerds deep dives, share with a teammate who needs a spark, and leave a review with the first AI workflow you want to try.
Chapters
1. Live From PWX To Fall Conference (00:00:00)
2. Meta Moment: An AI-Made Podcast (00:02:45)
3. Defining Disruption And AI Ground Rules (00:06:50)
4. Violytics: Fast Pavement And Sign Assessments (00:11:20)
5. From Human Ratings To Data You Can Trust (00:18:20)
6. The Four Ds And Sewer Video AI (00:23:30)
7. Policy, Privacy, And IT Roadblocks (00:29:40)
8. Agentic AI And Better Presentations (00:34:20)
9. Asset Management Ambition And Fatigue (00:39:30)
10. What To Ask Your Data To Do (00:45:20)
11. Drones For Inspections, Trees, And Trails (00:50:30)
12. Sidewalks, Safety, And Field Capture Options (00:57:40)
41 episodes