Beyond SaaS: Why Eclipse Ventures’ $2.5B Cerebras Exit Signals a New Era for Hardware-Driven Tech
- Eclipse Ventures secured a $2.5 billion exit from Cerebras Systems, marking a massive validation of their long-held 'physical-world' investment thesis.
- The firm argues that software-only businesses are losing their competitive edge as AI reduces the barrier to building SaaS products, making hardware-backed moats more essential.
- Eclipse identifies a unique alignment of capital, technology, talent, customer demand, and government policy as the primary catalyst for the current boom in robotics, semiconductors, and deep-tech.
The Shift Toward Tangible Innovation
For over a decade, the Silicon Valley venture capital landscape was dominated by SaaS and pure-play enterprise software. However, Lior Susan, founder of Eclipse Ventures, navigated a lonelier path. Since 2015, the firm has remained steadfast in its “physical-world thesis”—the belief that the most significant value creation lies not in lines of code, but at the intersection of hardware, industry, and software.
That conviction recently paid off in a historic way. Eclipse’s early-stage investment in Cerebras Systems, which began with a $6.5 million Series A in 2016, culminated in a massive $2.5 billion return following the semiconductor company’s recent IPO. With a total investment of $147 million over the years, the firm achieved a 17-fold return, validating a strategy that many initially dismissed as too capital-intensive.
The Erosion of the Software Moat
Lior Susan argues that the competitive advantage of traditional software is rapidly eroding. In an era where AI agents can generate “vibe code” and bespoke enterprise tools, the protective “moat” surrounding standard software businesses is thinning. In contrast, physical-world technologies require deep-tech infrastructure that cannot be replicated by generative AI.
“What you cannot do with ‘vibe code’ is manufacture wafers,” Susan noted. The complexity of clean rooms, specialized silicon, and industrial-grade hardware serves as a natural barrier to entry—a defensibility that pure SaaS lacks.
The Convergence of Five Essential Forces
Eclipse’s portfolio growth indicates that this sector is no longer a niche interest. In 2025 alone, Eclipse portfolio companies raised nearly $15 billion, with an additional $4.5 billion in Q1 2026. According to Susan, this surge is not solely due to the AI boom. Instead, he highlights five forces that have finally aligned to create a golden era for physical-world startups:
- Technological Acceleration: AI and automation are finally making complex robotics and industrial processes viable.
- Capital Allocation: A significant shift in venture funding is moving away from bloated SaaS valuations toward high-utility hardware.
- Customer Demand: Industries are demanding modernization, and hardware solutions are the primary vehicle for that transformation.
- Talent Migration: Top-tier engineering talent is increasingly gravitating toward space, energy, and semiconductor manufacturing.
- Policy Support: For the first time in modern history, U.S. government subsidies and regulations are actively fueling the growth of domestic deep-tech and hardware manufacturing.
From autonomous vehicle leader Wayve to space defense firm True Anomaly, Eclipse’s recent successes prove that the most lucrative opportunities lie where the digital meets the physical. As the tech ecosystem evolves, the firms betting on atoms—not just bits—are clearly positioning themselves for the next decade of industry leadership.
