The dawn of surgery bots + buy a home for $250 (w/ Andromeda & Mogul) | E2313
Summary
This episode centers on two startup stories: Andromeda Surgical’s effort to bring autonomy to surgery and Mogul’s platform for fractional real-estate investing. Andromeda argues that the key innovation in surgical robotics is not custom hardware, but software and an autonomy layer that can run on an off-the-shelf KUKA arm and be controlled from an iPad. The discussion focuses on using partial autonomy first, starting with the difficult urology procedure HoLEP, and building proprietary surgical datasets from real clinical use to improve the system over time. On the real-estate side, Mogul presents a way for everyday investors to buy shares of rental homes for as little as $250 while receiving monthly dividends, appreciation, and tax benefits. Together, the episode explores how startups can simplify complex industries by layering software, data, and better product design on top of existing infrastructure.
Key Takeaways
- 1Andromeda Surgical is pursuing an autonomy-first approach to robotic surgery by focusing on software rather than building a bespoke robot.
- 2The company’s initial wedge is HoLEP in urology, a technically difficult procedure that is already compatible with robotic workflows.
- 3Andromeda is prioritizing partial autonomy features before attempting fully autonomous surgery.
- 4Proprietary in-clinic data may be Andromeda’s strongest defensible advantage.
- 5Mogul is applying a syndicate-style investing model to residential real estate, making ownership more accessible to smaller investors.
Notable Quotes
""Surgery is currently almost untouched by AI. But in 10 years, AI and autonomy will be ubiquitous.""
""It is a robot that's controlled by an iPad. The robot is fairly simple. It's an off the shelf arm.""
""We've done I think ... 45 cases and it's the only data set of 45 cases that exist. That's 100% of the world's data.""
""We've been the fastest robot from zero to launch in three years and we've only spent about 15 million total.""
Episode questions
Why did Andromeda choose an off-the-shelf robot arm instead of building custom hardware?
The team wants to avoid the cost and complexity of building a hardware stack from scratch. They believe the real innovation is in the autonomy layer and software running the system, not in reinventing the arm itself.
What makes the HoLEP procedure a good first product wedge?
It is a difficult, specialized urology procedure with a meaningful skill gap between novice and expert surgeons. That makes it a strong candidate for assistive robotics and autonomy features that can compress training time and improve consistency.
How does Andromeda get training data for surgical AI?
They combine public surgical videos, YouTube creator footage, and proprietary clinic-collected data such as robot kinematics and force measurements. The proprietary in-clinic data is especially valuable because it is not available from video alone.
How is Mogul making fractional real estate ownership easier for small investors?
Mogul lets investors buy into vetted single-family rental homes with as little as $250, then receive monthly rental dividends, appreciation, and tax benefits. The platform also handles property management, reserves, and governance so investors stay mostly hands-off.