Company Spotlight: Kilsar
In aviation bays and energy yards, the quietest crisis is the loudest threat. Veteran techs clock out, and decades of instinct walk out with them. The next crew inherits a binder, a deadline, and luck. Kilsar saw that gap and turned it into an edge. If knowledge is the real currency of uptime, you don’t let it leak, you digitize it, train on it, and make it respond faster than the fault light.
Founded Jan 2022 in Virginia Beach by Brendan Lawlor (CEO) and Justin Carpenter (CTO), with Zach Casey (CPO) joining in Feb 2024, Kilsar isn’t another AI startup, it’s a recovery mission for lost expertise. Brendan Lawlor built SaaS systems that stayed live because they solved what mattered. Justin Carpenter wired security and reliability into every line of code. Zach Casey brought the rhythm of product precision, less talk, more traction. Together they built a company obsessed with saving what’s priceless: the craft hidden inside maintenance.
Their creation, the Orion Platform, turns tribal knowledge into operational intelligence. AI-assisted interviews pull insights from veterans before they retire. NLP and retrieval-augmented generation fuse with knowledge graphs so guidance isn’t generic, it’s situational, verified, and in the technician’s language. Orion’s real-time assistant delivers contextual troubleshooting, predictive risk alerts, and multimedia overlays, videos, annotated diagrams, and pro tips, all at the moment of action. It’s maintenance elevated to machine learning tempo.
The numbers prove the theory. Reported results: 40% less unplanned downtime, 6× faster task completion, 60% faster mean time to repair, 25% higher equipment availability, and 50% fewer backlogged jobs. Every digit tells the same story, experience, once captured, compounds.
In July 2025, Kilsar closed a $3.7M Seed led by Lightbank and Cotulla Capital, with Techstars and Scalewolf in the mix. The Aviation Institute of Maintenance (AIM) joined as a strategic partner to modernize MRO training. Early pilots with the U.S. Air Force aim to standardize tribal knowledge capture across units. Commercial aerospace and defense contractors are already exploring Orion to scale skilled labor without losing precision.
This isn’t buzzword AI, it’s blue-collar intelligence, encoded and evolving. A 10+ person team, remote-friendly, building secure, learning systems where every workflow refines the next. Each deployment feeds data back into the model, tightening accuracy, shrinking downtime, and growing the moat.
If you build, maintain, or certify critical systems, this is your cue. Founders, operators, technologists, connect, collaborate, and help define how expertise becomes the next generation’s edge.
Let’s connect and keep the momentum going across the tech ecosystem. Whether you’re a founder shaping the future, a leader driving change, a VC backing bold ideas, or an investor spotting the next big thing, together, we’re pushing boundaries. Proud to be building the future with you.
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