Building Deep Tech Ventures Through Strategic Capital with Oliver Mitchell

What does it take to guide a robotics startup from a napkin sketch to a $775 million exit? Oliver Mitchell, a venture capital partner at FF Venture Capital and author of "A Startup Field Guide in the Age of Robotics and AI" returns to Machine Minds to share hard-won lessons from the trenches of deep tech investing. From the dramatic rise and fall of Webvan to the triumph of Kiva Systems (now Amazon Robotics), Oliver reveals why product-market fit isn't found in the lab - it's discovered in relentless customer conversations. We explore the pivotal mistakes founders make, why pivoting isn't failure but strategy, and how the right cap table can be the difference between scaling and stalling out.

Highlights:

• The Webvan lesson: How a $800M IPO collapsed because marketing never asked customers what they actually wanted... and how Kiva Systems learned from that failure to build the robots that became Amazon Robotics.
• The 500-customer rule: Why Oliver insists founders speak to hundreds of potential customers before building, and how CIV Robotics pivoted from drones to terrestrial robots by listening to construction giants like Bechtel.
• Five rules for automation startups: High utilization, 99.9% reliability, clear payback periods, defensible IP, and knowing your low-hanging fruit—Oliver breaks down what separates successful hardware companies from the graveyard.
• Culture as a competitive moat: Drawing from Netflix's "keeper test" and Pixar's collaborative creative process, Oliver explains why hiring one superstar beats five mediocre players - and why arrogance has no place in a startup.
• Cap table strategy: Why raising at an inflated valuation can doom your next round, how to price for competitive interest, and when to choose government grants, corporate VCs, or traditional funds.
• Defense tech is heating up: Oliver's new focus on Israeli technologies emerging from elite military units, the Golden Dome initiative, and why Apptronik's humanoid robots are built contract-first for shipbuilding - not household chores.

Oliver's book "A Startup Field Guide in the Age of Robotics and AI" is available on Amazon or at routledge.com (20% off with discount code 25ESA3 - valid 1 July 2025 - 31 December 2025)

Connect with Oliver Mitchell on Linkedin: https://www.linkedin.com/in/oliverbmitchell/
Connect with Greg on Linkedin: https://www.linkedin.com/in/gregtoroosian/