The promise of a robot that can scrub a warehouse floor is not new. The business model that makes it affordable for the facility manager who would buy it often fails to launch, however. Gatlin Robotics, a pre-seed startup founded in October 2025, bets on that model. It offers automated cleaning robots through zero-upfront-cost RaaS, turning hardware into opex [YouTube, Oct 2025].
Founders Isaac Qureshi and Zach Vinegar, Miso Robotics alumni, target industrial floors [RocketReach]. The launch video stresses heavy-duty scrubbing for labor-intensive sites. RaaS lowers barriers where costs deter robotics.
The Wedge of Zero Upfront Cost
No large robot check, just service fees. This works in security and scanning by tying pay to performance. For cleaning, it suits penny-pinching managers.
Pricing and SLAs undisclosed leave viability open. Robots must navigate and clean reliably [YouTube, Oct 2025].
The Team and the Trajectory
Qureshi, CEO, worked at Miso and Axon [RocketReach]. Vinegar managed software at Miso [RocketReach]. They know commercial deployment grind.
No funding, pilots, or partners announced. Presence limits to one video [YouTube, Oct 2025]. Coverage skips major summit [Los Angeles Times, Dec 2025].
The Standard of Care Today
Manual labor drives scrubbers or mops. Demands cause turnover. Autonomous scrubbers sell as capex assets.
Gatlin removes upfront costs. It accesses human-served segments.
Facility managers face budgets and shortages. Monthly fees for clean floors appeal. Gatlin must prove execution.
Sources
- [YouTube, Oct 2025] The Future of Facility Cleaning | Gatlin Robotics | https://www.youtube.com/watch?v=NFxYep79GpA
- [RocketReach] Isaac Qureshi Email & Phone Number | Gatlin Robotics Chief Executive Officer | https://rocketreach.co/isaac-qureshi-email_870025286
- [RocketReach] Zach Vinegar email address & phone number | Miso Robotics Software Engineering Manager contact information | https://rocketreach.co/zach-vinegar-email_69246411
- [Los Angeles Times, Dec 2025] At a Silicon Valley summit, robots fold laundry, and investors open their wallets | https://www.latimes.com/business/story/2025-12-17/robot-conference-shows-how-californian-companies-are-leading-bot-wars