Fleet managers have dashcams on every vehicle. Almost none of the footage ever gets watched as there simply isn't time. We built detectly to fix that. Upload a clip and the AI automatically flags dangerous incidents: following too close, cut-ins, pedestrian hazards, and more. Every driver gets a risk score. Annotated clips are ready to review in minutes. No manual review. No new hardware. Works with any dashcam footage you already have.
I'm Kieran, I built detectly solo, so any feedback lands directly with the person who can do something about it.
The thing that stuck with me when I started talking to fleet managers is that the first anyone hears about a problem driver is usually an accident. The footage exists, but nobody has time to sit and watch hours of it on the off chance something bad happened.
That's the gap detectly sits in. 3 weeks live, 20k social views, and the conversations I've been having with fleet managers since have only reinforced it.
If you manage a fleet or even just a handful of vehicles, I'd love to hear what your current safety process looks like 🙏
Quick update on detectly for anyone checking this out today.
I’m a solo founder and built the entire thing myself, the frontend, backend, auth, billing, and the ML pipeline that actually detects the near-misses. It runs YOLOv11 for object detection, ByteTrack for tracking vehicles and pedestrians across frames, and a rule-based risk engine that flags incidents like tailgating, cut-ins, hard braking, pedestrian hazards, and lane drift.
The bit I’m most proud of is that it works with footage from any existing dashcam. Most competitors in this space require fleets to install new proprietary hardware and sign long contracts. detectly just needs the footage you already have.
I’ve spent the last few weeks talking to fleet managers directly and the most common thing I hear is that near-misses happen constantly but almost never get reported or reviewed. That’s the exact gap detectly is built to close.
Would genuinely love to hear what people think, what questions you have, or what would make this more useful for your own use case. I’m here all day and will reply to everything 🙏
About detectly on Product Hunt
“Turn your fleet's dashcam footage into driver safety scores”
detectly launched on Product Hunt on June 16th, 2026 and earned 61 upvotes and 4 comments, placing #68 on the daily leaderboard. Fleet managers have dashcams on every vehicle. Almost none of the footage ever gets watched as there simply isn't time. We built detectly to fix that. Upload a clip and the AI automatically flags dangerous incidents: following too close, cut-ins, pedestrian hazards, and more. Every driver gets a risk score. Annotated clips are ready to review in minutes. No manual review. No new hardware. Works with any dashcam footage you already have.
detectly was featured in SaaS (43k followers), Transportation (5.5k followers), Artificial Intelligence (473.1k followers) and Vercel Day (20 followers) on Product Hunt. Together, these topics include over 157.4k products, making this a competitive space to launch in.
Who hunted detectly?
detectly was hunted by Kieran Wallace. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how detectly stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Kieran Wallace
Hey Product Hunt 👋
I'm Kieran, I built detectly solo, so any feedback lands directly with the person who can do something about it.
The thing that stuck with me when I started talking to fleet managers is that the first anyone hears about a problem driver is usually an accident. The footage exists, but nobody has time to sit and watch hours of it on the off chance something bad happened.
That's the gap detectly sits in. 3 weeks live, 20k social views, and the conversations I've been having with fleet managers since have only reinforced it.
If you manage a fleet or even just a handful of vehicles, I'd love to hear what your current safety process looks like 🙏