December 30, 2025

The Intelligent Manufacturing Investment Opportunity: Why "Atoms" Beat "Bits" for Sophisticated Capital

Peter Thiel's observation that "We wanted flying cars, instead we got 140 characters" captures venture capital's systematic misallocation toward software applications rather than transformative physical technologies. This presents an exceptional investment opportunity for venture capital with expertise in manufacturing processes and willingness to fund hard problems.

The Structural Opportunity

Bay Area startups captured $90 billion of VC investment in 2024, representing 57% of the $178 billion total US venture funding⁸, yet most flowed into software and digital applications. The global advanced manufacturing market, valued at $151.54 billion in 2023 and projected to reach $535.5 billion by 2030¹, remains dramatically undercapitalized. Venture capital transactions in intelligent manufacturing decreased from 276 in 2019 to 192 in 2023, as the investment opportunity broadened beyond traditional manufacturing into AI-enabled production systems.⁹

Why Software-Focused VCs Miss the Opportunity

Most venture capital firms systematically overlook Intelligent Manufacturing for structural reasons:

Expertise Requirements: Manufacturing companies require deep domain knowledge in materials science, engineering processes, regulatory frameworks, and production scale-up  -  expertise largely absent from software-focused funds.

Capital Structure: Average deal sizes in intelligent manufacturing doubled to $6.4M in Q1 2024 compared to $3.5M in 2023.⁹ Software-focused VCs view this capital intensity as negative rather than recognizing it as a competitive moat.

Development Timelines: While Intelligent Manufacturing companies traditionally required longer development cycles, new AI and digital technologies now enable faster prototyping, simulation-based validation, and rapid iteration that can accelerate time-to-market compared to traditional manufacturing approaches.

Modern intelligent manufacturing can generate value more quickly than legacy industrial development processes.

Why Now: The Intelligent Manufacturing Inflection Point

Multiple macro trends have converged to create an unprecedented opportunity for intelligent manufacturing investment. The global shift toward supply chain resilience, accelerated by recent geopolitical events, has created demand for domestic manufacturing capabilities that leverage advanced technologies. Advanced energy initiatives are driving massive capital deployment into power generation manufacturing, battery production, and sustainable industrial processes. Simultaneously, the maturation of AI technologies has reached the point where they can be practically deployed in manufacturing environments at scale.

The labor shortage crisis affecting traditional manufacturing is creating urgent demand for automation and AI-augmented production systems. Rather than viewing this as a constraint, forward-thinking manufacturers are using this transition to leapfrog to intelligent systems that deliver superior productivity and flexibility. Productivity improvements of 20%² will primarily benefit manufacturing applications where efficiency gains translate directly to operational advantages. Robotics and automation represents 26% of all deals and 45% of total equity capital in intelligent manufacturing.⁹

The American Midwest: Why Ohio is the Florence of Manufacturing

Just as Florence became the epicenter of the Renaissance through the convergence of capital, talent, and innovation, the American Midwest is emerging as the nexus of the Intelligent Manufacturing renaissance, where industrial heritage meets cutting-edge technology to create transformative manufacturing capabilities.

  • Talent Ecosystem: The region houses concentrated engineering expertise from leading technical universities like Carnegie Mellon, Ohio State, Case Western, and Purdue, combined with a skilled manufacturing workforce that understands complex industrial processes  -  creating a unique talent pool that bridges theoretical innovation with practical manufacturing execution
  • Industrial Infrastructure: Established supply chains, manufacturing facilities, and industrial ecosystems provide immediate operational advantages, reducing startup costs and enabling rapid prototype-to-production transitions that coastal regions cannot match
  • Strategic Geography: The Midwest occupies a critical position in North American industrial supply chains, with access to the Great Lakes providing unparalleled freshwater resources and inland shipping capabilities that connect to both Atlantic and Pacific markets through established industrial corridors
  • Regulatory Environment: Business-friendly policies and streamlined permitting processes accelerate manufacturing technology deployment, contrasting sharply with the regulatory complexity that constrains manufacturing innovation in coastal markets

Platform-Level Returns

Information technology's expansion into physical manufacturing creates platform opportunities comparable to previous technology phases but with higher barriers to entry. Manufacturing expertise, patient capital, and strategic guidance on physical production scaling will capture disproportionate value as this transformation accelerates. California captured the majority of VC funding in 2024, leaving substantial opportunity in underserved manufacturing regions.

References

2. Deloitte Insights. "2025 Smart Manufacturing and Operations Survey: Navigating challenges to implementation." May 1, 2025.

8. TechCrunch. "Silicon Valley is so dominant again, its startups devoured over half of all US VC funding in 2024." January 10, 2025. https://techcrunch.com/2025/01/07/silicon-valley-is-so-dominant-again-its-startups-devoured-over-half-of-all-global-vc-funding-in-2024/

9. FCF Fox Corporate Finance. "Advanced Manufacturing Venture Capital Report – 2024 published." June 24, 2024. https://www.fcf.de/news/advanced-manufacturing-venture-capital-report-2024-published/

More in Blog

January 28, 2026

Introducing Ropterra: Embedded Safety for a Crowded Sky

January 6, 2026

The Encore Industrial Platform: How Encore Invests in the Industrial Renaissance

December 30, 2025

The Intelligent Manufacturing Investment Opportunity: Why "Atoms" Beat "Bits" for Sophisticated Capital

Be Part of the Industrial Revival.

Get updates on Encore’s mission, portfolio, and the future of American industry.

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
©2025 Encore Industrial Co. All Rights Reserved.
SITE BY SMALL SOLVE