Juniper Square

The rise of retail capital changed the math on fund operations and with it, what an operations partner actually needs to deliver. A vendor handles what you give them. A partner is accountable for what you're trying to accomplish: responding to a DDQ within 24 hours, onboarding thousands of investors without expanding your team, and raising your next fund at twice the speed. The implicit standard in financial services has been "established fund administrator with decent software." That standard no longer clears the bar. Hear from Dorota Kowalski CPA and Brandon Rembe on what the shift from vendor to partner looks like.

DDQs shouldn't be a test of your IR team's endurance. For Costanoa Ventures, the reality was a lean team manually tracking responses and updating data rooms, a process that pulled focus away from the actual fundraise. With JunieAI, that changed: - AI-powered first drafts that get sharper with every round - Data rooms that stay current automatically, no manual refresh cycle - Days given back to the relationship work that actually closes funds Nancy Katz, Partner at Costanoa Ventures, put it plainly: "Having JunieAI fill in our DDQs is like hiring a super admin or associate. Takes days off our response time and frees us up to do other, more critical things to get the fundraise done." When the diligence handles itself, the fundraise moves faster.

There's an asymmetry at the heart of the DDQ that doesn't get talked about enough. You cannot win a mandate by filling one out perfectly. But you can absolutely lose it by filling one out poorly. When your DDQ answer bank is isolated from your CRM, fund documents, and investor records, the draft process speeds up, but the risk doesn't go away. That's the frame Jay Farber and Thomas Buley use to explain why this problem requires more than a faster drafting tool—it requires connected infrastructure.

We're watching a ground-up rebuild of how the private markets operate. AI can be unsettling—the pace, the stakes, the uncertainty about where it all leads—but a deer-in-headlights response is what puts firms at risk. The firms that come out ahead won't be the ones who waited for clarity. They'll be the ones who got their house in order, chose the right partners, and leaned in early enough to lead, not just survive, the shift to a more transparent, efficient industry. Watch more from Brandon Rembe at SuperReturn.

Stan Beraznik describes this better than most. When you can see rent collection patterns the morning after they happen, monthly PDFs stop being a reporting tool and start looking like a liability. That kind of transparency is exactly what we're building toward with every GP on our platform.

The private markets are moving past the black-box era, and the pressure on fund managers to show their work has never been higher. Joshua Demers, our Head of Investor Services, recently joined leaders from Weaver and Vinson & Elkins (including Michael Barakat, Reed Schuster, Samara Shepherd, and Randy Wilson) in Houston for a roundtable bridging regulatory theory and operational reality Three themes drove the conversation: AI governance: How to move from opaque tools to governed, auditable processes that hold up under scrutiny. Fiduciary complexity: Managing conflicts of interest as product lines diversify and client types multiply. Compliance as infrastructure: Why newly launched advisers that build the right operational foundation early carry less friction long term. Transparency isn't just a regulatory requirement. For managers, getting it right means building and maintaining trust with their investors.

We recently brought together CFOs from leading VC firms at Wing & Barrel Ranch in Sonoma. One question anchored the conversation: How AI-ready are we, really? No one in that room claimed to be 100% ready. Not for lack of conviction, everyone believes in what's coming, but belief and readiness are different problems. So what's standing in the way? Time is the universal constraint. Even the most convinced leaders can't carve out space to experiment alongside existing workloads. Individual gains aren't firm gains. Real progress exists across these firms. Scaling it is a different problem entirely. Security and compliance—especially around LP data—remain the hardest hurdles to clear. The sharpest observation: the most junior people are already building. Senior leaders talk about AI the most and use it the least. Several people in the room named this the real leadership problem, and left with a plan to fix it. Leading in this moment means you don't wait for the map. You draw it.

Tribal knowledge doesn't scale. It's a reality every GP eventually confronts, and one Brandon Rembe addressed directly with PE Hub Critical client context lives in a partner's head, an unmonitored inbox, or a meeting that was never captured. The result is operational drag that compounds quietly across every fund cycle. Firms moving past this problem aren't just adding software. They're deploying agentic AI that joins meetings in real time, automatically feeds the CRM, and turns complex workflows that once took days into ones that take minutes. The shift Brandon describes is worth paying attention to: things are moving from Software-as-a-Service to Service-as-a-Service—a model where the platform doesn't just store information, it actively works alongside your team to surface and act on it. Read the full piece in PE Hub. https://lnkd.in/gSnWCuhu

"Leadership isn't just about managing capital. It's about moving an entire industry forward." This episode of The Distribution by Juniper Square is a rare one. Brandon Sedloff moderated a live panel at the INREV Annual Conference in Barcelona, in front of an audience of global pension funds, insurance companies, family offices, and sovereign wealth funds, and brought the full conversation to the pod. His guests included three generations of leadership at INREV: Lucy Fletcher, Marieke Van Kamp, and Martin Lemke. What they covered goes well beyond market outlook. This is a conversation about how the most sophisticated allocators in the world actually think about real estate: its role in a portfolio, how they evaluate operating partners, and where they're finding opportunity right now. All three agreed the edge right now isn't market selection, it's operational execution. Lemke provided the clearest framing we’ve heard this year: success in this cycle requires returning to real estate’s original purpose—stabilizing portfolios and producing long-term cash flow. This shift back to fundamentals empowers investors to ignore the noise of daily liquidity and focus on what actually moves the needle: transparency, data, and precision. Watch or listen to the full episode at https://lnkd.in/dVQaGNYF

As the private markets expand into retail channels, the liquidity illusion is being tested. In Q1 2026, investors sought to pull more than $10B from major private credit funds. Blue Owl, Blackstone, BlackRock, Apollo—all activated gates. But as Dorota Kowalski CPA points out to Private Funds CFO, this surge in redemptions is actually a sign of the system working as intended. Gates protect long-term value and prevent forced asset sales. Read more: https://lnkd.in/gRizu2_h