A private equity fund manager spent eighteen months building their investment track record, assembling their team credentials, preparing their pitch book and crafting their fund thesis. They entered the LP meeting confident. They left without a commitment - and never received a clear explanation of why.
It was not the investment story. It was the operational story. Specifically, the operational due diligence review that happened after the investment committee meeting - the one where the allocator's ODD team spent two days going through DDQ responses, reviewing fund documents and trying to verify operational infrastructure claims. The questions that failed were not about returns. They were about systems.
This is not an isolated experience in 2026. It is becoming a pattern.
What LPs are now prioritising
S&P Global Market Intelligence's 2026 Private Equity Survey shows that 60% of GPs are dissatisfied with LP allocation data and fragmented or unstructured data is cited as a key barrier to successful capital raising. But the more significant finding is what LPs are asking about on the other side of the table.
LP due diligence requirements have expanded significantly in two areas that were not standard three years ago. ESG documentation requirements have become table stakes - the 2025 PRI-ILPA Climate Module added a dedicated set of climate-related questions and for GPs raising in 2026, having a documented ESG approach is no longer optional for institutional allocations. And growing faster still is the AI and technology governance category.
"LPs are explicitly asking about AI adoption during due diligence calls, incorporating technology questions into DDQs, and directing capital preferentially toward GPs demonstrating operational innovation."
- Blueflame AI, 2026 AI Predictions for Investment Firms and DealmakersThe four questions that are catching managers off guard
Based on what is emerging in LP conversations and ODD review processes across the institutional allocator community in 2026, four question categories are most likely to create problems.
Penetration testing documentation, cyber insurance certificates, incident response plans and staff cybersecurity training records are now expected as standard ODD deliverables. Managers who cannot produce these quickly and consistently - ideally from a centralised document management system rather than by frantically emailing colleagues - are flagged as operational risks regardless of investment performance. The SEC's cybersecurity disclosure rules have created LP expectations that simply did not exist at this level of specificity before 2024.
Independent valuation processes for private assets, documented valuation policies that meet IPEV guidelines, audit trails showing how valuations have been determined and the role of the GP in that process - these are scrutinised with significantly more rigour post the private credit gating episodes of Q1 2026. Any LP who watched a semi-liquid vehicle continue to report smooth NAV while gates were being activated is now asking harder questions about valuation independence and the operational controls around it.
Investment team changes, succession planning documentation and key person provisions in fund documents are reviewed carefully. A manager whose entire investment thesis rests on the judgment of one or two individuals without documented succession or coverage arrangements faces significant scrutiny, particularly from pension funds and endowments with fiduciary obligations. This is not new - but the depth of documentation expected has increased significantly as LPs apply more structured ODD frameworks.
As AI tools proliferate across investment teams for research, document processing, market analysis and compliance monitoring, the question of who governs those tools, what data they access, and what controls prevent model errors from influencing investment decisions has become a serious ODD question. Very few alternative managers have an AI policy that would survive scrutiny in an operational due diligence review. The manager who responds with "we use ChatGPT sometimes for research" is not passing this question at a pension fund or endowment with a rigorous ODD process.
What good operational preparation looks like in 2026
The managers navigating LP ODD successfully in the current environment share a specific characteristic: their operational infrastructure is as well-maintained as their investment infrastructure. They have centralised document management. They have version-controlled DDQ responses. They have documented policies for every operational area an LP is likely to scrutinise. They can answer the cybersecurity question, the valuation question, the key person question and the AI governance question with documentation rather than verbal reassurance - and produce that documentation quickly.
- Centralised DDQ library - one authoritative answer to every standard question, maintained in real time, pulled into every submission automatically so responses are consistent regardless of which team member completes each DDQ
- Document management infrastructure - all compliance policies, cybersecurity documentation, valuation governance records and key person arrangements stored in a single accessible system with version control and access audit trails
- AI policy documentation - a written, governance-reviewed AI policy covering which tools are used, how outputs are validated, what data they can access and who has override authority - ready to produce in response to ODD requests
- Response tracking - full audit trail of what was submitted to which LP, when, by whom and in what version - enabling consistent follow-up and regulatory review without manual reconstruction
AI is not a shortcut in this environment. It is a structural upgrade to how due diligence operates. The firms that outperform in 2026 will not simply use AI - they will embed institutional-grade operational infrastructure into their workflows, maintaining traceability and compliance at every stage. The firms whose operational infrastructure is visibly, verifiably robust are winning capital. The firms relying on verbal reassurance are not.
AlternativeSoft's Due Diligence Exchange provides the centralised cloud platform that enables managers to maintain consistent, audit-trailed DDQ responses and operational documentation - and enables allocators to manage their full ODD workflow across a growing manager universe without proportionally growing headcount. For the GP who wants to ensure their operational story is as strong as their investment story, the infrastructure question is the starting point.