Nicolas Sauvage outlines four-year bottleneck investment philosophy
Updated
Updated · TechCrunch · May 4
Nicolas Sauvage outlines four-year bottleneck investment philosophy
9 articles · Updated · TechCrunch · May 4
At StrictlyVC in San Francisco, the TDK Ventures founder said the firm now manages $500m across four funds and cited Groq, backed in 2020 and later valued at $6.9bn.
He said the approach is to spot constraints years ahead and back focused founders, from inference chips to warehouse and industrial robots built for specific tasks.
Sauvage is also watching a possible CPU revival for AI agents, China’s faster AI-assisted hardware prototyping, and dexterity as a remaining hurdle for physical AI.
As China builds the world's robots, can America's AI chip advantage win the race for physical intelligence?
Why is a top AI investor betting on a CPU comeback after backing chips designed to replace them?
In an AI era where models evolve in months, is a four-year investment timeline for hardware still a winning strategy?
Behind the $20B Nvidia-Groq Deal: TDK Ventures’ Strategy to Solve AI’s Energy and Supply Chain Crisis
Overview
Between 2025 and 2026, Nicolas Sauvage and TDK Ventures focused on investing in AI infrastructure, driven by Sauvage's early insight that AI inference would be the key bottleneck. Recognizing the inefficiency of existing GPU architectures, they backed companies like Groq, whose innovative chip design led to a landmark $20 billion licensing deal with Nvidia. The 2026 chip supply crisis and rising energy costs pushed companies toward on-device inference, validating this infrastructure-first approach. TDK Ventures also leveraged its parent company's industrial expertise to support hardware startups like Agility Robotics and ANYbotics, enabling faster development and scaling. Meanwhile, the rise of corporate venture capital and evolving investment models underscored the importance of patient, impact-driven capital in this complex, competitive landscape.