Mike Schroepfer left Meta as CTO in 2022 and launched Gigascale Capital in 2023. The firm now manages a fresh $250 million institutional fund focused on early-stage companies rebuilding the physical economy.
Schroepfer saw the shift early. Surging AI demand collides with flat power supply and slow grid upgrades. He spotted cost curves bending sharply in solar, batteries, and electrolyzers years before data centers dominated headlines. Demand for electrons and compute outpaces supply. That creates openings for hardware, energy systems, and supply chains that software alone cannot fill.
Schroepfer’s Meta experience shaped the thesis.
He scaled Meta’s engineering team from 150 to 35,000 people. He oversaw tens of millions of square feet of data centers and the company’s first AI research lab. Those years taught him where bottlenecks form and how infrastructure becomes the real constraint. “I could see the trends coming. We’re going to need all the compute,” he told Crunchbase News. “I don’t know where we’re going to get the power, so it’s going to create this massive supply-demand crunch.”
AI changes the economics. Software grows cheaper to write. The advantage moves to the atoms underneath—power plants, transformers, materials, and factories. “If AI is going to make software nearly free to write, then I think software businesses might be challenged, and the moat moves to the hardware,” Schroepfer said in the same interview. Everyone races for faster power and compute because infrastructure itself delivers the edge.
Gigascale proved the model with 22 family-office checks before raising outside capital. The new fund targets pre-seed through Series A, with checks from $1 million to $10 million. Partners Victoria Beasley and Evaline Tsai bring climate and deep-tech investing backgrounds. The portfolio already exceeds 25 companies.
Energy takes the largest slice. Schroepfer calls it a $2 trillion market where disruption concentrates. Form Energy develops iron-air batteries that store power for 100 hours at lower cost than peaker plants. Heron Power applies solid-state electronics from EVs to grid transformers—smaller, more efficient, and shipping in volume next year. Radiant builds truck-transportable microreactors for remote sites that currently burn diesel.
Offshore ideas push further. Panthalassa deploys wave-powered buoys that generate electricity and host AI inference nodes cooled by seawater. Schroepfer told The Information he expects more ocean compute than space-based by 2030. Wave resources in the Southern Ocean alone reach roughly 10 terawatts. Ships cost far less than rockets, and the approach sidesteps land and grid fights.
TechCrunch reported the June 1 close of the $250 million fund. Bloomberg noted the timing: AI demand accelerates while many investors cooled on climate branding. Schroepfer stayed consistent, framing bets around performance and cost rather than labels. Fund Momentum highlighted the firm’s early access to names like Commonwealth Fusion Systems and Arbor Energy through Schroepfer’s personal capital phase.
CTVC covered Schroepfer’s June 8 discussion of the raise. He emphasized AI’s leverage for small teams building hardware companies. Two founders now achieve what seven once required. Vibe coding firmware on the fly accelerates iteration. The same forces that flattened software costs raise the stakes on physical execution.
Portfolio companies already deploy. Form Energy batteries reach utilities this year. Heron’s units scale in 2027. Panthalassa tests off Portland with first ocean units planned for next year. These timelines matter because data centers cannot wait years for conventional grid connections. Meta once used tents for servers to skip steel erection and gain months.
Broader signals align. Electricity demand in the U.S. moved from near-zero growth to several percent annually. Hundreds of gigawatts of data centers sit in planning queues. Electrification of transport and industry adds further pressure. Transformers sit back-ordered for years. The physical layer turns from afterthought to competitive necessity.
Schroepfer’s view extends beyond generation. Grid equipment, critical minerals, advanced manufacturing, and physical AI systems all fall under the mandate. Materials from neodymium to copper matter. Recycling and onshoring reshape supply chains. AI optimizes factories and buildings, yet still requires reliable electrons and hardware to run.
Recent coverage reinforces the momentum. Yahoo Finance highlighted Schroepfer’s ocean data center pitch as a once-in-a-lifetime chance. Latitude Media noted Thiel-backed Panthalassa raising $140 million in Series B, with Schroepfer returning as investor. The approach offers additive power and cooling without straining existing grids.
Founders building in this space face different failure modes than pure software. Iteration cycles stretch. Capital intensity rises. Testing and validation differ. Schroepfer stresses planning and understanding change when atoms replace bits. Yet the reward scales with the constraint: companies that deliver cheaper, faster, cleaner infrastructure win on fundamentals.
The $250 million close marks an institutional turn for Gigascale. Schroepfer started with personal checks when hardware looked unfashionable. Demand from AI shifted the picture. Infrastructure became the moat. The fund now backs founders who remove those constraints at the physical layer.
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