Nov 18, 2022, 10:00 AM ETInterview

The Factory of the Future with Chris Power

Core Definition: Advanced manufacturing encompasses complex, high-precision industries including semiconductors, aerospace, and defense; while marketed as cutting-edge, the underlying supply chain often relies on obsolete, fragmented, and undocumented processes.
Documented Knowledge Loss: Critical design documentation and intellectual property (IP) are frequently lost when senior engineers retire; the government recently had to issue a Request for Quotation (RFQ) to reverse-engineer a part for the B-2 bomber because no manual existed to describe how to make it.
Supply Chain Fragility: The US defense industrial base consists of 20,000 to 30,000 small businesses (avg. revenue $10–20M) that function as a "house of cards" with an average owner age of 62; no succession plan exists for this workforce.
Operational Inefficiencies: More than 50% of F-16s are grounded due to inability to source parts, forcing the military to cannibalize other aircraft for components; the international space station faced a jammed hatch where engineers had to spend days locating a 20-year-old blueprint from a retired worker's desk drawer.
Strategic Vulnerability: A "lethality mirage" exists where adversaries perceive US military capability as an 8 or 10 out of 10, while actual capability is closer to a 3 out of 10; a great power conflict could deplete ballistic inventory with a five-year rebuilding timeline, leaving the US unable to respond to aggression.

Root Causes: The crisis stems from the financialization of the economy in the late 1970s–80s, which prioritized profit optimization over robustness, leading to the outsourcing of manufacturing to China and the loss of both capacity and the cultural skillset required to maintain it.
Talent Pipeline Collapse: Cultural devaluation of trade work and the absence of new entrants have halted the generational transfer of skills; the "Olympic athlete" model of talent development is broken because the base layer of training (coaches, culture, and early exposure) no longer exists in the US.
Response Time Disparity: Unlike WWII where manufacturing could be retooled in 18 months to two years due to existing infrastructure, the current lack of a talent base means response times for defense production could extend to 10 years.
Hidden Complexity: Manufacturing processes often rely on undocumented variables, such as specific mineral content in local water supplies affecting chemical coatings; moving a single production line to a different state once caused a year-long delay until these environmental factors were identified.

Talent Automation: Hadrian is developing software to automate 60–80% of high-precision machining tasks, allowing the remaining 20–30% to be handled by new hires trained in 30–90 days rather than requiring decades of tribal knowledge.
Cultural Integration: The company rejects the siloing of software and operations teams; software engineers are required to spend time on the factory floor performing operator tasks to ensure product designs address real-world user pain.
Compensation Structure: To incentivize knowledge sharing among hourly workers who previously faced job security threats from training replacements, Hadrian offers equity packages comparable to top software engineers, aligning technician wealth creation with company growth.
Data Observability: Hadrian is building a factory data platform to replace "fuzzy" estimates and Gantt charts with real-time visibility into uptime, costs, and labor spending, a feature currently missing from almost all global manufacturing.

Inventory Compression: By guaranteeing reliable delivery schedules, Hadrian enables customers to reduce inventory slack (currently ~50% of product costs) and compress manufacturing timelines, potentially lowering total product costs by 30–50%.
Revenue Acceleration: Improved supply chain reliability allows aerospace companies to realize revenue faster by reducing production delays that currently prevent them from meeting order books; one CEO noted a potential billion dollars in extra revenue had parts arrived on schedule.
Iterative Speed: High reliability allows engineers to test and iterate on prototypes (e.g., building and launching test satellites) without long wait times for parts, effectively turning a 12-month development cycle into a 6-month one.
Scalability Risk: Hadrian's primary operational risk is scaling too fast before error-proofing processes; scaling a process with a 1-in-100 error rate results in a 100x increase in negative work, threatening the company's reputation for reliability.

Market Entry Strategy: Hadrian targets the commercial space sector first because it has abundant capital, younger leadership willing to adopt new technology, and operates with a speed-oriented culture that values rapid iteration.
Growth vs. Degrowth: Chris Power frames the space debate as a fundamental choice between "growth" (expanding into the solar system to access new resources) and "degrowth" (stagnating due to fear); he argues that historical poverty reduction was achieved by building new systems (farms) rather than optimizing old ones (hunter-gatherer).
Infrastructure vs. Killer App: While space is often viewed as lacking a consumer "killer app," Power argues its value is infrastructure (like GPS enabling Google Maps); potential future "killer apps" include pharmaceutical breakthroughs from space-based research or Starlink providing global internet access.
Democratization Vision: The goal is to create a manufacturing equivalent of AWS or Stripe, lowering the barrier to entry for hardware startups so that new entrants can iterate rapidly without needing massive capital or decades of aerospace experience.
Future State: A successful ecosystem would allow 100x more experiments and new entrants to build complex hardware (like satellites or rockets) from garages, potentially leading to unforeseen technological breakthroughs similar to the "Cambrian explosion" seen in software.

Inspiration Source: Power cites musicians who create complex art in isolation (e.g., Boston's Tom Scholz) and "idiot savant" builders (e.g., those who build cabins with no experience) as inspiration for overcoming credentialism and psychological barriers.
Skill Democratization: The company emphasizes that 99% of technical barriers are psychological rather than intellectual; success is driven by "doggedness," emotional resilience, and the willingness to endure the pain of failure until a solution is found.
Cross-Domain Talent: Hadrian actively recruits software engineers from the consumer tech sector (e.g., Rippeling, Stripe), arguing that their experience with complex APIs and SaaS logic is directly transferable to manufacturing challenges.
Acquisition Pivot: Initially considered acquiring legacy machine shops (Private Equity roll-up), the company pivoted to building custom hardware/software from scratch because legacy shops possess non-linear hardware variability that makes standardization impossible at scale.