JunieAI and the future of the private markets

AI is poised to impact every corner of the GP enterprise. As Juniper Square CEO Alex Robinson put it during our recent keynote, “All work that happens in front of a computer is going to be augmented by AI… and almost all of the work that happens inside of a GP is knowledge work.” The reality is simple: every screen-based workflow—whether it’s investor relations, fund accounting, compliance, fundraising, or reporting—is about to be affected.

In this era of radical transformation, speed is of the essence. As Robinson noted, “If the technology is getting better at a compounding rate, then the measure of success becomes your ability to ingest and incorporate that change.”

In other words, the competitive advantage won’t necessarily go to the largest firm—it will go to the fastest-moving one.

That’s where AI becomes essential. Not as a silver bullet, but as a strategic enabler: automating manual work, unlocking data, and empowering your people to focus on what truly sets your firm apart—relationships.

The AI models we’ve all experimented with—from OpenAI, Anthrophic, Google, and others—are incredibly powerful. In fact, 45% of respondents in a recent Nasdaq survey of IR professionals say they have already embedded AI into their processes or have solidified plans to do so. But in the private markets, “powerful” isn’t enough. As Robinson explained, “You need to harness the power of generative AI with the constraint that you have a requirement for accuracy—zero tolerance for errors, zero tolerance for hallucinations.”

The stakes are high. GPs are regulated financial entities dealing with sensitive data and complex fund structures. And generic AI, while tremendously impactful, still struggles in four key areas:

• Accuracy: Foundational models often hallucinate, even as they confidently answer your queries. They weren't built for precision reporting or compliance-grade outputs.

• Infrastructure: In order to be truly useful, AI must be interconnected with your systems of record and workflows, not just sit in a chat window.

• Context: Private markets data is nuanced, unstructured, and (often) siloed. Generic AI doesn’t know your documents, your investors, or your firm.

• Control: GPs need visibility and governance. They need to know what an AI agent is doing, when, and why.

Junie AI is the first enterprise-grade AI purpose-built for private market GPs.

Rather than bolting AI onto the side of our platform, we’ve embedded it into the workflows and data infrastructure our clients already rely on.

With Junie AI, you can:

• Chat with your structured and unstructured data

• Stay one step ahead by turning investor emails, memos, and meetings into next steps

• Extract, validate, and load data from subscription docs, invoices, and K-1s

• Automate LP onboarding, cash reconciliations, DDQ responses, and more

• Streamline repetitive work while staying in control every step of the way

As Robinson stated, “The point here is to be able to finally have an understanding of the data that matters—that’s stored in email, in documents, that's already in your relational database—to ask questions, get answers, and get work done.” The end goal? Help you move faster, make better decisions, and focus on what matters most: building relationships and delivering performance.

Watch the full keynote with CEO Alex Robinson and CSO Brandon Rembe to see JunieAI in action.