// Research & Perspectives :: All Posts
▶ PINNED AI & Investing

Finding the AI Thrivers

The AI era is a sorting mechanism for enterprise software — separating companies that will be amplified from those that will be disrupted. We introduce the Thriver Framework: two dimensions, ten criteria, and one target quadrant that defines the Covalent investment thesis.

AI & SaaS

Service as a Software: the New SaaS

Service as a Software (noun): A software system that performs the service itself, pricing on outcomes rather than seats. The next generation of defining companies will invert the acronym entirely.

AI & SaaS

Long AI Is Long SaaS

The bear case says AI will unbundle and commoditize SaaS. The bull case — and the one we believe — says AI is the most powerful tailwind enterprise software has ever experienced. Being long AI means being long SaaS, not short it.

Energy & Infrastructure

Energy Tech and the Importance of Gas/LNG to America's Data Center Buildout

The AI compute boom is, at its foundation, a power story. America's data center buildout requires gigawatts of reliable, dispatchable electricity. Renewables cannot bridge the gap fast enough — natural gas and LNG are the only credible near-term answer.

Investing

The Importance of Being Contrarian in Investing

Consensus-following produces median returns. Real alpha — the kind that defines careers and funds — comes from having differentiated conviction when the crowd looks the other way. The case for productive contrarianism in private markets.

AI & Data

Are We Running Out of Data?

Frontier AI labs have consumed a significant portion of high-quality internet text. The "data wall" thesis is now mainstream — but the story is more nuanced. Synthetic data, reasoning compute, and proprietary data moats are rewriting the calculus.

Private Equity

Alignment Between a PE Fund and Management Team

Misaligned incentives between a fund and its portfolio management teams remain one of private equity's most persistent value-destroyers. Getting the structure right isn't just good governance — it's the single largest driver of returns.

AI & Technology

MCP Will Unlock a New Generation of Agents — Like APIs Did to SaaS

The Model Context Protocol is quietly doing to AI agents what REST APIs did to SaaS in 2007. A new infrastructure standard is forming underneath the AI stack — and the investment implications are enormous.

Leadership

On Leadership: What Ernest Shackleton Can Teach the Tech Industry

The 1914 Endurance expedition failed to cross Antarctica — yet it produced one of history's greatest leadership case studies. In a world of infinite pivots and 18-month product cycles, Shackleton's playbook is more relevant than ever.