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The $20 trillion PDF problem... and the man who's fixing it

Former KKR CIO Ed Brandman on AI, due diligence and why private markets are about to hit their FIX moment.

Written by
Marc Andrew
Published on
March 7, 2026

In the early 1990s, Ed Brandman was at JP Morgan helping build FIX, the protocol that automated order flow between Wall Street's biggest buy-side and sell-side firms. It took years, regulatory pressure and a handful of 800-pound gorilla institutions to force the change. But it happened. And it reshaped public markets forever.

He thinks private markets are heading to the same inflection point.

"You think about all the information that LPs want to get their hands on related to portfolio reporting every quarter end... that today, still for the most part, comes via PDFs."

In 2026.

PDFs.

That's the problem Ed came out of retirement to solve. After 11 years as CIO at KKR - where he grew the tech team from 5 people to 140 - he founded ToltIQ, an AI-native due diligence platform built specifically for the complexity of private markets deal workflows.

In this episode of the Modern Capital podcast, Ed and Marc cover:

Why due diligence hasn't changed since the days of boxes of documents - and why AI can finally fix it

The FIX protocol parallel: what private markets needs to do to scale to $30T+

How ToltIQ is applying AI to VDRs, credit agreements and expert network calls

Why waiting 6-9 months on AI adoption is already a competitive disadvantage

The new ToltIQ + DealEngine partnership and what it signals about where the market is going

"There's really no upside to delaying it. And if anything, you put yourself at a competitive disadvantage."

Ed is one of the most thoughtful voices in private markets technology - and one of the most generous with his thinking. This one is worth your time.

Listen to the full conversation here, on Spotify or Apple Podcasts.

Looking ahead, we’ll be hosting The 2026 Silicon Valley Private Credit Summit in San Francisco on May 7, bringing together a curated group of operators, lenders and technology builders from across private credit.

Apply to attend here.

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Marc Andrew
Founder @ Private Markets
The Private Markets Forum was founded by Marc Andrew and is supported by a team brings decades of hands-on experience convening decision-makers and shaping high-trust conversations at the intersection of capital, policy, and technology.

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