Illiquidity Unlocked: Digital Infrastructure for Alternatives at Scale
This guide covers the digital infrastructure that makes private markets scalable — document ingestion pipelines, investor onboarding for alts, AI-powered GP due diligence, valuation automation for illiquid assets, tokenized fund administration, and secondary trading rails. Written for CIOs, COOs, and heads of operations at GPs, LPs, and fund administrators modernizing alts operations. Covers the data stacks, management fee and carry systems, ESG data collection, and co-investment workflows that determine whether scale is possible at all.
The Alternative Data Stack: From PDFs to APIs
Private markets still run on PDFs. Turning that unstructured data into queryable, auditable fabric is the precondition for everything else the industry says it ...
Investor Digital Onboarding for Alternatives
Subscription documents, eligibility checks, and AML/KYC across multiple funds and jurisdictions — what actually needs to change to move alternatives onboarding ...
AI-Powered Due Diligence for GP Selection
The PPM reads differently after the third one that week. AI can handle the pattern-matching parts of manager diligence and free analysts to do the judgment work...
Valuation Automation for Illiquid Assets
Quarterly valuations of private positions are the single largest source of reported NAV error. Better models plus better data plus better workflow — in that ord...
Secondary Trading Infrastructure
LP secondaries used to be a niche market run on phone calls and PDFs. The volume has grown past what that workflow can support — and the infrastructure is final...
Investor Portal 2.0: Real-Time Reporting and Analytics
The quarterly PDF report was good enough for 20 years. It is no longer good enough. What replaces it has to look less like a website and more like an applicatio...
Management Fee and Carry Automation
Fee and waterfall calculations are more complicated than they need to be, mostly for reasons no longer relevant. The shift to structured automation is overdue a...
Data Rooms with ML-Driven Q&A
Data rooms were built for document control. Deal teams need answers, not documents. Retrieval-augmented Q&A over the data room is finally meeting that need with...
ESG Data Collection and Assurance
ESG data collection from portfolio companies became an industry obligation. Actually making the data useful — not just collected — is a different problem, and a...
Tokenized Fund Administration
What changes when fund shares live on-chain is not the fund itself. It is the administrative plumbing around it — and that plumbing has been the bottleneck for ...
Co-Investment Workflow Automation
Co-investment opportunity distribution, LP allocation, and vehicle formation still run on spreadsheets and email. Most of this is mechanical work ready for stru...
The Future of Alts in Wealth Management
Alternatives in wealth channels are growing fast, and most of what is being built to support that growth looks like shrunk-down institutional infrastructure. It...