Insights

AI will create a new power law in returns

The firms that build the right architecture will compound advantages the rest can't buy. These papers explain what that architecture is and why it matters for your firm now.

Claude Code Architecture

Why the Claude Code Architecture Will Beat SaaS AI

Claude Code isn't a better chatbot. It's a different architecture — one that compounds your firm's knowledge, scales with every model generation, and produces edge that can't be bought off a shelf. What PE and hedge fund managers need to know.

Private Equity

Why PE Firms Benefit from the Claude Code Architecture

Fifteen to thirty people managing billions. How the atomic unit transforms deal sourcing, due diligence, and portfolio operations. Coming soon.

Hedge Funds

Why Hedge Funds Benefit from the Claude Code Architecture

Adversarial search, conviction through survival, and compounding institutional knowledge. How the architecture generates edge in public markets. Coming soon.