Nov 18, 2022 · 1h 19m · a16z
The Factory of the Future with Chris Power
0:00 / 0:00
▶ Watch on YouTube →
gold bands on the timeline = statements, start to end. Hover to read, click to jump. CC turns on captions
In this episode of The a16z Podcast, host Steph Smith interviews Hadrian CEO Chris Power about the critical vulnerabilities facing American advanced manufacturing and defense supply chains. Power outlines how Hadrian leverages software automation, standardized greenfield factories, and modern talent strategies to revitalize precision manufacturing and accelerate hardware innovation.
How this conversation actually went
Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. The host holds 23.3% of the talking time here. How this is scored →
The host as informed peer 2.6 Guest teaching 2.7 Guest disagreement 0.5 The host pushing back 0.2
speaking balance: gold is the host, purple is the guest (3 minute bins)
Sharpest disagreement ▶ 1:03:00 Forceful defense of growth vs degrowth
Chris aggressively rejects anti-growth rhetoric, arguing that critics who want to restrict space expansion and resources are on the wrong side of history and ridiculous.
Hardest push from the host ▶ 1:00:22 Challenging space colonization with a critic's tweetSteph directly introduces counter-framing by reading a tweet that calls space colonization a childish desire, forcing Chris to defend his foundational mission.
Biggest teaching moment ▶ 17:40 Explaining the defense lethality mirageChris reframes popular assumptions about American military readiness, educating the host on how deterrence relies on a misleading illusion of lethality.
The host holds their own ▶ 57:45 Drawing the Rippling parallel for software scaffoldingSteph demonstrates sharp industry domain expertise by drawing an apt comparison between Hadrian's shop-floor software strategy and Rippling's complex HR automation.
the scores for every segment, with the reasoning behind each
| Chapter | Topic | The host as informed peer | Guest teaching | Guest disagreement | The host pushing back | Why |
|---|---|---|---|---|---|---|
| The a16z Podcast Opening Title Sequence | 1 | 2 | 1 | 0 | Opening sequence featuring podcast housekeeping, legal disclaimer, and basic conversational setup. Steph asks foundational questions prompting Chris to define advanced manufacturing and explain its hidden fragility. | |
| Supply Chain Failure: Grounded F-16s and NASA Door Hatches | 3 | 3 | 0 | 0 | Steph demonstrates preparation by bringing up specific real-world supply chain failures, including grounded F-16s and the ISS door hatch incident. Chris expands on these anecdotes with technical detail. | |
| Historical Context: How American Manufacturing Decayed | 1 | 3 | 1 | 0 | Steph prompts Chris for historical context regarding the decay of American manufacturing. Chris provides an educational breakdown of post-WWII financialization and global outsourcing. | |
| The Retirement Crisis and Loss of Tribal Knowledge | 2 | 4 | 0 | 0 | Steph offers a fitness analogy and asks about owner demographics in the supplier base. Chris educates her on the retirement crisis and undocumented tribal knowledge. | |
| National Security, the Lethality Mirage, and Global Risk | 2 | 5 | 2 | 0 | Steph sets up a question on societal stakes, leading Chris to deliver an urgent discourse on global geopolitical risk and the lethality mirage. | |
| Broader Impacts: Semiconductors, AI Compute, and Daily Life | 4 | 3 | 1 | 0 | Steph shows strong conceptual synthesis by connecting space and defense manufacturing to daily consumer technology, asking a multi-variable question on catch-up drivers. | |
| Hadrian's Strategy: Software Automation and Process Scaffolding | 2 | 3 | 1 | 0 | Steph guides the transition into Hadrian's operational playbook. Chris explains software automation, role division, and procedural scaffolding. | |
| Subdividing Machining Roles and Aligning Equity Incentives | 4 | 2 | 0 | 0 | Steph cites personal experience meeting a career-changing Hadrian employee to discuss job role simplification, asking an insightful question about worker incentives. | |
| Merging Software and Shop-Floor Cultures | 2 | 2 | 0 | 0 | Steph inquires about melding software and factory floor cultures. Chris explains treating operators as key internal customers. | |
| Building a Factory Data Platform for Telemetry and Observability | 4 | 3 | 0 | 0 | Steph uses her digital background to contrast software A/B testing with hardware development, asking about factory observability and customer data access. | |
| Schedule Predictability and Downstream Economic Benefits | 3 | 3 | 0 | 0 | Steph draws a compelling comparison to consumer expectations like Amazon package tracking, asking about downstream economic impacts of schedule predictability. | |
| Operational Risks and the Discipline of Scaling | 2 | 3 | 0 | 0 | Steph prompts Chris with a sharp risk analysis question regarding internal failure modes. Chris details the danger of scaling before error reduction. | |
| Greenfield Construction vs. Private Equity Roll-Ups | 3 | 3 | 0 | 0 | Steph asks a probing strategic question about why Chris didn't pursue a private equity roll-up. Chris explains the non-linear complexity of legacy hardware. | |
| Talent Needs and Demystifying Manufacturing Software | 4 | 2 | 0 | 0 | Steph notes specific open roles on Hadrian's job board and draws a sharp analogy to Rippling's product design strategy of simplifying complex regulatory logic. | |
| Workflow Automation vs. Human Replacement | 4 | 4 | 3 | 4 | Steph pushes Chris by reading a skeptic's tweet calling space colonization a childish desire. Chris forcefully reframes the issue into an ideological battle of growth versus degrowth. | |
| Space Infrastructure and Microgravity Breakthroughs | 3 | 3 | 0 | 0 | Steph provides historical examples of space spinoff technologies and asks whether space has a clear consumer killer app. | |
| A Cambrian Explosion in Physical World Innovation | 3 | 2 | 0 | 0 | Steph asks Chris to paint a vision of a future with multiple successful Hadrians, connecting his AWS analogy to the historical democratization of online publishing. | |
| Inspiration from Dogged Outsiders and DIY Craftspeople | 2 | 1 | 0 | 0 | Steph asks a reflective personal question using an anecdote about climber Alex Honnold. Chris discusses his admiration for dogged DIY craftspeople and solo artists. | |
| Conclusion and Where to Find Hadrian | 1 | 0 | 0 | 0 | Steph quotes Steve Jobs, thanks the guest, and wraps up the interview with standard promotional housekeeping. |
Statements from this episode (33)
US had to reverse-engineer B-2 bomber parts due to lost documentation
“About a year ago, the government had to issue an RFQ for some of the parts on the B to not just to replace the parts, but because no one, you know, the guy that designed it or engineered it retired and they didn't have it documented anywhere. Like there's lite…”
Ukraine depleted three years of US missile inventory in three weeks
“We shipped the Ukrainians what we thought was three years of inventory of stinger and javelin missiles, which are shoulder mounted, really cheap missiles that can take out a tank or something. So for providing that to a human force in Taiwan or the Ukraine, it…”
Over 50% of the US F-16 fleet is grounded missing parts
“If you look at the DOD stats, more than 50% of the F-sixteans are grounded, and it's mostly because they can't maintain them, and it's mostly because they can't get parts, and what ends up happening is they end up cannibalizing other planes for parts, and that…”
Chris Power: US won WWII through manufacturing scale, not superior weapons
“You know, in the US really won World War II because of manufacturing and logistics, not because we necessarily had The shiniest missile or whatever.”
Chris Power: Offshoring cheap manufacturing destroys core industrial skillsets and culture
“And what people real, what people don't realize is that when you do that, you don't just lose that, you know, basically a manufacturing of the cheap stuff, you lose the skillset and the culture that people know how to manufacture things.”
Chris Power: Legacy defense supply chains break half of their promises
“Culturally, basically the entire industry is tooled up around 50% of our promises we break all the time.”
Power: 20,000 to 30,000 small businesses form U.S. defense base
“So there's something like 20 to 30,000 small businesses that make up the majority of the defense industrial base.”
The average US defense manufacturing owner-operator is 62 years old
“Average age of a worker is like 55. Average age of an owner-operator who's a small business owner that is actually, you know, needed to function in the business is 62.”
Chris Power rates actual US military readiness at 3 out of 10
“In reality, I think we're about a three out of 10 and the real danger comes when, you know, a great power competitor finds out before you find out that you're actually a three out of 10.”
Replenishing US ballistics after a China conflict could take five years
“In reality, we're probably so far away from doing that, that if we have one conflict with China, where we expand most of our ballistics inventory, we might not be able to remake it for like five years.”
Destroying fewer than 10 GPS satellites could cripple Western infrastructure
“There are like less than 50 GPS satellites, and all of those can be shot out of the air pretty easily, and all that's preventing, you know, some adversary doing that and basically collapsing Western civilization in one fell swoop, taking out, you know, less th…”
Power: Geopolitical defense wake-up call coming within two years
“It's incredibly scary, and I think people are going to get a really hard wake up call in the next two years.”
Chris Power: AI compute depends directly on Taiwanese semiconductor security
“You know, even, even if you're an EA type of person or, you know, you're a pacifist or whatever, or if you're into climate change or like, you know, pick, pick any industry that you think is important. Like good luck running compute on GPT-III if there are no …”
Chris Power: Capital cannot solve US manufacturing onshoring without skilled talent
“It's not a capital problem. It's a, where are the people that are going to go engineer that system and then run that system? And the re the reality is they don't exist.”
The US lacks 1,000 workers qualified to build advanced semiconductor fabs
“You know, you can't go and hire 20,000 people or even a thousand people that know how to go and execute that construction, how to go engineer that factory, how to go run that factory. They just simply don't exist.”
Power: Startups should industrialize existing tech rather than invent fundamental science
“So, you know, the job of the startup is to industrialize, you know, research or existing technology and apply it to a new domain. It's not good. It's not sit there with You know, try and create something that's like high risk. That is like the science pipeline…”
Power: Hadrian's software enables training inexperienced machinists within 30 to 90 days
“We build software that is highly process driven, where we can throw someone new to that role in there. Within 30 to 90 days, depending on the role, they can be trained up into that and have enough scaffolding that if they just kind of follow the instructions, …”
Chris Power: Hadrian gives factory technicians equity tied to software engineer tiers
“And I think we're probably the only factory on the planet outside of SpaceX that is giving everyone in these roles, you know, the same tier of equity as the best software engineers have, you know every technician in Hadrian, whether you're packing boxes or whe…”
Hourly pay structures prevent open knowledge sharing among skilled machinists
“There is no, like, stack overflow for machining, because I think it's basically a function of the fact that manufacturing has been an hourly workforce for such a long time, even the highest skill positions, because then you get this, like, Weird localized comp…”
Power: Hadrian software engineers must work factory floor jobs biweekly
“Trying to get it down to single threaded, like the person that's building the automation for this part of the product is capable of actually doing that job. And it's forced to do that job every couple of weeks and like relearn the real Real user pain is, is an…”
Power: Automated factories cannot be designed without running an active facility
“You can't sit in a room for three years and try and build an automated factory is because you only really know what's actually, what actually matters and what doesn't matter at all is by running a factory and then being very prepared to rip up off your roadmap…”
Power: Traditional manufacturing factories lack real-time operational observability dashboards
“No factory on the planet has observability. So you can't simply, and maybe like Foxconn does but you can't simply throw up in a dashboard and go, what is my uptime? Where are the costs for this job? How much labor did we spend on it? It's all kind of swags and…”
Power: Reliable supply chains will cut aerospace manufacturing costs by 30-50%
“Most of the products will be able to drop their manufacturing costs by like 30 to 50%, not because of cheaper parts, but because of the reliability and the ability to compress schedule around that reliability.”
Power: Hadrian's core risk is operational complexity where one failure breaks everything
“I think the broad risk of Hadrian is that it's just unbelievably complicated, and if one piece doesn't work, then the whole thing doesn't work.”
Power: Legacy machine shops suffer from extreme, non-standardized hardware variability
“Most legacy machine shops have one of every machine ever made. And even within, you know, they have 20 machines, five of them might be the same, but even those five are set up a completely different way.”
Software roll-ups of legacy factories fail due to extreme hardware divergence
“Starting from a incredibly divergent hardware base and process base, it's almost impossible to go in and clean that up both culturally and then just like systematically. It's like, cool. Now you're doing 200 hardware integrations instead of three. It's just li…”
Power: Software engineers do not need hardware backgrounds for defense tech
“You don't need a hardware or manufacturing background to come into a business like Hadrian or SpaceX or Anduril to be able to, you know, be a competitive candidate or create value, you know, with your software skills.”
Power: Every major ideological struggle reduces to growth versus degrowth
“It just comes down to like growth versus degrowth. Like that is the eternal cultural fight and you can call it capitalism or communism, or you can call it like the state versus the people, or you can call it decentralization versus centralization.”
Chris Power claims 90% of US solar panels use Chinese slave labor
“90% of the solar panels in the country are being made in China by basically slave labor where millions of minority and immigrant women are being chemically castrated every year and forced into servitude.”
Power: Space Technology Will Function as Infrastructure, Not Have a Killer App
“No, I don't think there's a killer app and I don't think there will be because it's like you know, does your average consumer, You know, know about AWS, not really like outside of our technology domain, but like can any of the stuff that they love exist withou…”
Power: Microgravity R&D Enables Superior Medical and Materials Research
“So much of the like cancer or genetic research is. Can only be performed or can be performed like far, far better in terms of materials or chemical research in space. And I think there, if there's a major pharma breakthrough where it's like, oh, we cured the l…”
API-driven manufacturing will let hardware startups launch without $40M in funding
“It's going to be amazing in a couple of years to see, you know, a bunch of like engineering grads you know, tooling around at their garage and like, Seeing, seeing Google style startups happen without forty million dollars in funding and just to get off the gr…”
Chris Power: Outside advanced math, formal degrees are unnecessary 99% of the time
“And like, 99% of the time, except for like advanced maths, like, that's just not true. You just have to be willing to like, you know, get after it and be truthful to yourself and like take good feedback and then like run at it.”