AI Has a Labor Problem Before Labor Has an AI Problem
The physical economy is running short of skilled workers. AI can help close the gap, but first it has to learn from the people who know the work.
Allbirds Didn't Need GPUs. They Had Something Better.
Allbirds had a rare asset: material science deployed at consumer scale. They traded it for one of the most commoditized layers of the AI stack. Here’s what they could have built instead.
The Factory Is Smart. The Balance Sheet Isn't.
Manufacturing doesn't look like it has a cash flow problem. That's exactly why it does.
Consumer Fintech Has Plaid. What Does Industrial Finance Have?
The bottleneck in industrial finance isn't capital - it's infrastructure. A generation of companies are laying the foundation to unlock this data. Not fintech, but workflow software that will make industrial finance possible.
Your Next Customer Doesn't Have a Pulse
Machines drive billions in economic activity every day on rails built for humans. They need their own infrastructure.
The AI-Native Lending Stack
When debt service costs can triple overnight, borrower risk shifts in months—not years. Traditional credit models can't keep up. This volatility is opening the door for AI-native companies building adaptive lending infrastructure.
How AI is Transforming the "No Hardware" Investment Mindset
“We don’t invest in hardware" has been the go-to response for many VCs because software offers higher efficiencies. However, with AI, this mindset is shifting as the economics of hardware investments become increasingly compelling. With the right team solving a big problem, accepting a longer development timeline and high initial upfront costs might just be worth it for AI-powered hardware. Here's why:
AI's Energy Dilemma: Balancing Power with Sustainability
AI's ability to revolutionize industries, alongside its expanding energy footprint, presents a complex dilemma. While AI can reduce energy consumption and optimize efficiencies, it also demands substantial computing power, which can strain energy grids and contribute to air pollution. This paradox raises an important question: How can we leverage AI's strengths while mitigating its climate impact?
From Concept to Commerce: How Fintech Can Power Advanced Manufacturing
Robotics and material science are revolutionizing manufacturing, but what about the financial solutions needed to bring these innovations to life? I think there's an interesting opportunity for fintech to bridge the gap between cutting-edge ideas and commercially viable businesses in advanced manufacturing. Here's how: