Discover how to take your startup from prototype to production at TechCrunch Disrupt 2026
TechCrunch Disrupt 2026 will host a Real World AI Stage session titled "From Prototype to Production: Can It Scale in Reality?" featuring Adrian Macneil (Foxglove), John Mackey (MBRYONICS) and Boris Sofman (Bedrock Robotics). The discussion will examine the practical challenges startups face when moving AI and robotics innovations out of the lab and into reliable, production-ready products.

Why It Matters
As AI lowers the bar for creating impressive prototypes, the harder task is turning those prototypes into dependable products that work in uncontrolled, real-world environments. The session brings together founders who have scaled technologies across manufacturing, autonomy and infrastructure, offering practical lessons startups can apply.
Key Facts
- Event: TechCrunch Disrupt 2026
- Session title: "From Prototype to Production: Can It Scale in Reality?"
- Stage: Real World AI Stage
- Speakers: Adrian Macneil (Foxglove); John Mackey (MBRYONICS); Boris Sofman (Bedrock Robotics)
- Disrupt dates: October 1315, 2026
Founders who can turn a working prototype into a dependable product face a very different set of challenges than those who build impressive proofs of concept. TechCrunch Disrupt 2026 will address that transition in a Real World AI Stage session called "From Prototype to Production: Can It Scale in Reality?", bringing together leaders who have navigated manufacturing, deployment and infrastructure hurdles in different industries.
Each panelist brings a distinct perspective on scaling. John Mackey, co-founder and CEO of MBRYONICS, has taken a photonics spinout into a company focused on space-based optical communications and the high-volume manufacturing that supports it. Boris Sofman, co-founder of Bedrock Robotics and a former leader of autonomous trucking efforts at Waymo, will speak from experience scaling driverless systems beyond controlled testing — including work tied to more than 100 million driverless miles. Adrian Macneil, co-founder of Foxglove and formerly an infrastructure engineering lead at Cruise, will discuss the engineering platforms and data systems that underpin large-scale autonomous deployments.
The session is not billed as a single roadmap but rather as an opportunity to compare how production challenges differ across domains. Panelists will examine issues such as reliability in uncontrolled environments, the operational systems required to sustain growth, and the shift from building one-off prototypes to establishing repeatable manufacturing and support processes.
Disrupt returns to Moscone West in San Francisco October 1315, 2026, and the conference will host more than 250 sessions alongside an expected audience of over 10,000 founders, investors and operators. Attendees who register by September 25 can save up to $200 on passes to hear this and other conversations about bringing breakthrough technologies into real-world use.
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