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PitWall
AI race engineer that turns GoPro footage into lap debrief.
PitWall transforms raw GoPro footage into a professional-grade motorsport performance reconstruction. It acts as an AI race engineer for amateur track days, requiring no expensive external data loggers. Key Features: • Mission Control: A 60FPS deterministic replay engine with live ghost racing and a micro-ghost delta meter. • AI Coaching: IBM Granite acts as a virtual engineer, diagnosing driving techniques via physics telemetry and delivering audio pace notes using IBM Watson TTS.
Hey everyone! 👋
PitWall brings professional-grade race engineering to any amateur driver with a GoPro. Every weekend, drivers hit the track and come back with gigabytes of footage but zero engineering feedback. We built PitWall to close that gap.
By combining deterministic telemetry analysis with IBM Granite and Watson TTS, PitWall doesn't just show your data—it acts as your virtual race engineer. It reconstructs your perfect lap, identifies where you're losing time, and literally speaks to you with actionable audio pace notes.
We're really excited to share this and would love to hear your feedback or answer any questions about how the pipeline works! 🏁
About PitWall on Product Hunt
“AI race engineer that turns GoPro footage into lap debrief.”
PitWall was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #101 on the daily leaderboard. PitWall transforms raw GoPro footage into a professional-grade motorsport performance reconstruction. It acts as an AI race engineer for amateur track days, requiring no expensive external data loggers. Key Features: • Mission Control: A 60FPS deterministic replay engine with live ghost racing and a micro-ghost delta meter. • AI Coaching: IBM Granite acts as a virtual engineer, diagnosing driving techniques via physics telemetry and delivering audio pace notes using IBM Watson TTS.
On the analytics side, PitWall competes within Sports, Artificial Intelligence, GitHub and Video — topics that collectively have 525.5k followers on Product Hunt. The dashboard above tracks how PitWall performed against the three products that launched closest to it on the same day.
Who hunted PitWall?
PitWall was hunted by Kanak Waradkar. 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.
For a complete overview of PitWall including community comment highlights and product details, visit the product overview.
Kanak Waradkar