Can AI Benchmarking Modernize Private Market Due Diligence?

Can AI Benchmarking Modernize Private Market Due Diligence?

Kofi Ndaikate is a leading voice in the fintech space, recognized for his deep understanding of how technology can bridge the gap between traditional wealth management and the complex world of private markets. With a career spanning everything from blockchain and cryptocurrency to institutional policy, he provides a unique vantage point on how wealth management firms can leverage data to stay competitive. In this discussion, we dive into the recent collaboration between Gridline and Hamilton Lane, exploring how their integrated platform is redefining due diligence, reducing manual labor for advisors, and bringing institutional-grade clarity to a sector that has long been dominated by manual, patchwork processes.

Advisory firms have historically struggled with a patchwork of manual tools when handling private market administration. How does moving toward a consolidated, single-system ledger change the day-to-day reality for these investment teams?

The move from a fragmented ecosystem to a centralized, proprietary ledger is like finally turning the lights on in a dark room where you’ve been stumbling for years. When advisory firms abandon disconnected spreadsheets and manual tools, they replace the feeling of “flying blind” with a streamlined process that integrates diligence, execution, and reporting. This consolidation isn’t just about convenience; it provides an institutional rigour that was previously out of reach for many wealth management firms. By having everything in one place, teams can maintain a defensible audit trail and ensure that every decision is backed by a consistent, standardized methodology. It essentially transforms the administrative burden from a series of high-risk chores into a strategic advantage, allowing firms to manage private market strategies with total confidence.

With the launch of AltComply in March 2026, there is a clear emphasis on using AI to scale diligence. In what ways does this technology allow registered investment advisers to maintain analytical rigour without sacrificing the speed required in today’s market?

AltComply, which debuted in March 2026, was specifically designed to tackle the bottleneck that occurs when investment teams try to scale their private market portfolios. By embedding AI directly into the workflow, the platform can handle the heavy lifting of data processing and manager evaluation while preserving the human judgment that is so vital in this asset class. RIAs and multi-family offices can now conduct diligence at a pace that matches the market’s demand without worrying about cutting corners on regulatory defensibility. The system continuously tracks and refreshes manager performance data, which means the analytical rigour is a living process rather than a static snapshot taken at the time of investment. This allows a compliance department to operate with process standardization and reduced regulatory risk on a repeatable scale.

The integration of Hamilton Lane’s benchmarking data is a major highlight of this partnership. Why is the ability to compare fund managers against specific vintage-year cohorts so vital for making informed due diligence conclusions?

In the world of private markets, raw performance numbers mean very little without the context of when a fund was raised and how its peers performed in that same timeframe. Accessing Hamilton Lane’s proprietary data allows wealth managers to see exactly how a manager stacks up against relevant peer groups and specific vintage-year cohorts. This historical context is the “secret sauce” that helps investment teams understand if a manager’s success was due to skill or simply a rising tide in a specific market cycle. Without this institutional-grade benchmarking engine, investors are often making guesses based on incomplete stories and historical performance context. This integration closes that information gap, enabling investment teams to build more sophisticated portfolios and deliver solutions their clients can truly trust.

According to Gridline’s analysis, firms can save an average of ten hours per fund evaluated through this platform. What does this level of efficiency mean for the long-term growth and differentiation of a private bank or a multi-family office?

Saving an average of ten hours per fund evaluated is a massive operational win that fundamentally alters the economics of a wealth management firm. When you multiply those ten hours across dozens of potential investments, you’re reclaiming weeks of high-level professional time that can be redirected toward client relationships and strategic planning. This efficiency allows smaller firms to punch well above their weight, offering complex private market strategies that were once the exclusive domain of the largest institutional players. It facilitates the launch of white-labeled private market programs, which helps firms differentiate their offerings in a crowded market by focusing on innovation rather than manual grunt work. Ultimately, by reducing the manual friction, firms can focus on delivering higher-quality solutions and more personalized advice to their clients.

What is your forecast for the integration of private market data in the broader wealth management sector?

I forecast that the line between traditional and alternative investment workflows will almost completely disappear as consolidated platforms like Gridline become the industry standard. Institutional-grade data and AI-driven diligence will no longer be considered “nice-to-haves” but will become fundamental requirements for any firm that wants to remain relevant in the eyes of sophisticated investors. As private market data becomes more accessible and standardized, we will see a surge in the democratization of these asset classes, allowing wealth managers to provide the same level of insight as global pension funds. The companies that thrive in this new era will be those that embrace these technologies to provide absolute transparency and trust, turning what was once a complex administrative hurdle into a seamless, high-performance engine for long-term growth.

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