Ganesh: AI tooling accelerates robotics software, shifting hardware testing upfront
Vibhav Ganesh · Saronic's 4 Co-Founders on Building a $9.25B Shipbuilder | Part III · Sep 10, 2026 · at 40:42
Vibhav Ganesh, Co-Founder and CTO of defense maritime startup Saronic, discusses how generative AI tooling has altered the hardware and software development lifecycle for autonomous systems.
0:00 / 0:14exact quote · 15.0s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“Today with AI tooling, like, you can write code a lot faster, but that also means, like, your debug cycles are a lot faster and so you spend a lot more time up front now, or it's prudent to spend a lot more time up front, you know, assembling all of your hardware on a bench, testing it there, Investing more heavily in observability and simulation.”
quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →
More from Vibhav Ganesh
Ganesh: Saronic autonomous vessels have recorded accelerations north of 20 Gs
“So a good example of this is like, I think a lot of commercial boats, like you kind of target the human beings to like, take like .4 to .6 G's maybe you know, our boats like We've seen accelerations north of 20 G's before.”
Ganesh: Saronic bench-tested Marauder's propulsion stack months before ship construction
“And so for Marauder, for example, our 180 foot ship we built all of the internal kind of genset, propulsion stack, bow thruster, all of those components of the ship just in a room before, like probably eight months before the ship was built.”
Ganesh: Designing boats without human accommodations reduces manufacturing complexity
“The nice and kind of magical part about building autonomous boats is that all boats historically have been built for humans. And so when you actually, you know, thoughtfully choose to design hardware and software together, you actually get to reduce a lot of t…”
Ganesh: Maritime autonomy lacks open data due to regulation and military classification
“Autonomous boats haven't been, you know, blessed with the legal approval from necessary from DHS and whatnot. You still have manning requirements on autonomous boats so that you haven't had the economic push. And then on the other side a lot of the things, as …”
Ganesh: Fully unmanned fleets of Marauder-scale vessels have never been deployed
“Getting to the point where you have You know, a fleet of these that are completely unmanned just never been done before.”
Ganesh: Open-source AI will democratize tooling and drive hardware capex buildouts
“I'm excited about the wave of open source AI. I think it'll, it'll democratize a lot of the tooling, the resources, I think we'll continue to see the proliferation on, on the hardware side and the capex build outs there. And I think the exciting part to, I thi…”