Private equity is not learned by memorizing formulas alone.

You can pass an LBO test, understand valuation mechanics, and still feel unprepared the first time you are asked to defend a thesis in an i...

The most overused word in private equity portfolio company communication in 2026 is transformation. Every portfolio company is undergoing one. Every CEO is leading one. Every board pack opens with pro...

The 2001 recession produced a piece of research that should be required reading for every operating partner in private equity, and yet most have either forgotten it or never engaged with it carefully....

For the past three years, the consensus across private equity has been that multiple arbitrage is finished. The cycle of buying small platforms cheaply, rolling up adjacent businesses, and selling the...

Most mid-market portfolio companies have invested meaningfully in their brand. They have refreshed their websites, modernized their visual identity, hired marketing leadership, built content engines, ...

The clearest signal of where a private equity firm sits on the operating partner question is not on the website. It is in the carry distribution. Firms that allocate carry to operating partners on par...

The diagnostic shows up the same way across deals. Six months after close, the operating partner and the deal team are working off subtly different plans. The deal team is still anchored to the thesis...

A common mistake in private equity hiring is to assume that the deal team and the operating partner team are doing variations of the same job. Both work on portfolio companies. Both engage with manage...

Walk into a typical mid-market private equity firm in 2026 and you will find a team that includes investment professionals, operating partners, finance and accounting staff, investor relations, and an...

For most of the modern private equity era, the grammar of the business was financial. Price the asset correctly. Structure the deal cleanly. Layer in the right capital structure. Align management ince...

AI has produced visible step changes in several industries over the past five years. Insurance underwriting accuracy has improved measurably. Fraud detection in payments has gotten dramatically better...

The most expensive sentence in private equity right now is, what is your AI strategy. Not because the question is wrong, but because the answer almost always describes a stack of vendor tools rather t...

Private equity is not a discipline that can be mastered through theory alone. While the field is often presented through the language of models, frameworks, and transaction mechanics, actual performan...

A VCII framework for turning AI from “tools” into repeatable value realization at fund and OpCo levels.

Private equity is entering a cycle where time to liquidity matters as much as underwriting s...

Generative AI has changed the confidentiality equation in private markets. Data rooms were built for controlled access, limited copying, and auditability. AI tools compress, synthesize, and repackage ...