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Governing long-term capital in practice

Endowments and foundations operate with long time horizons, but the way these portfolios are governed, monitored, and defended have become increasingly complex. As investment programs expand across asset classes, vehicles, and jurisdictions, the effectiveness of governance is shaped not only by strategy, but by the operating foundations that support it.

Today, investment committees, boards of directors, and trustees are spending more time interrogating the quality of information they receive, the reliability of liquidity assumptions, and the strength of the operational frameworks underpinning decision-making. These considerations are no longer peripheral. They influence confidence, oversight, and the institution’s ability to act decisively across market cycles.

What has changed is not the objective of governance, but the operational burden required to sustain it at scale.

Operating context change

The endowment model, and the way it has leveraged private markets, remains relevant. What has changed is the operating environment in which that model now has to function — one defined by higher complexity, greater scrutiny and tighter operational constraints.

Endowments will continue to build on the foundations that have served them well — leveraging alumni and donor networks to identify and access top-quartile managers — but long-term performance increasingly depends on whether institutions can see, govern and act across those exposures at the portfolio level, rather than at the manager or asset-class level alone.

This shift has elevated systems, data, and operating discipline from support functions to core enablers of governance – directly influencing how confidently institutions can allocate capital, rebalance portfolios, and affirm decisions to stakeholders.

The liquidity priority

Shifting perspectives on liquidity exemplify how endowment operating models require change.

A combination of factors is reshaping how endowment managers think about liquidity. In the US, endowment income for certain universities and colleges will be subject to higher tax rates from tax years starting after 2025, with qualifying schools moving from a flat 1.4% rate to tiered rates of 4% and 8%, dependent on asset-to-student ratios. This could drive higher future demand for liquidity, alongside potential government funding cuts to some universities.

Endowment managers have also become more acutely aware of the opportunity costs created by liquidity constraints. Over the past 24 to 36 months, higher interest rates slowed exit activity and distributions, reducing flexibility at precisely the point when public markets offered opportunities to rebalance and redeploy capital.

What this period exposed was not simply a market timing issue, but a governance one: liquidity assumptions embedded in portfolio models were not always matched by reliable, consolidated information on visibility into cash flows, commitments and timing.

Large endowments have been active participants in secondary markets over the last 12 months, tapping liquidity to exit large private equity holdings and rebalance portfolios. This activity underscores the growing importance of actively managing liquidity profiles, rather than treating liquidity as a static allocation assumption.

Constructing portfolios that can weather cyclical bottlenecks in private markets distributions — and putting operational frameworks in place to support exacting cash management is becoming a defining capability for endowments operating in a more fluid regulatory, taxation and investment context.

Building independence to make better decisions

As endowments adjust to shifting liquidity demands and navigate a private markets ecosystem that is larger and more complex, closing oversight gaps and strengthening operational capability are no longer back-office concerns. They are now central to performance management and fiduciary confidence.

Endowment investment committees are not only focused on returns, but also on portfolio resilience and transparent reporting on manager performance. Meeting those expectations requires the ability to produce independent, rigorous and consolidated portfolio reporting, rather than relying exclusively on manager-provided information. Data and reporting standardization remain elusive in private markets, and quarterly manager reports are, by nature, backward-looking. Manager reporting can also be subjective and heavily return-focused, emphasizing IRRs and distributed-to-paid-in ratios over risk-adjusted performance or portfolio-level exposures.

In crowded private markets, where manager selection and valuation oversight are increasingly complex, institutions with the ability to test assumptions and valuations independently are better positioned to invest with conviction and reassure investment committees.

Manager reporting remains a necessity, but it is not sufficient on its own.

 For endowments, the objective is not to replace the GP view, but to complement it with independent insight that strengthens debate, governance and allocation decisions.

Independent, third-party administrators can provide endowments with services, technology, and expertise required to build this independent reporting capability, strengthening oversight and delivering investment-committee-ready reporting that meets institutional-grade operating standards.

Operational discipline: bringing performance and purpose together

As endowments move into the next phase of their evolution, operational infrastructure increasingly functions as the strategic base on which financial performance and intergenerational mandates are delivered.

Outsourced operating models, built alongside long-term administration partners rather than transactional service providers, can provide a back-office backbone that knits together mission, financial performance and governance through meticulous oversight, independent reporting and day-to-day operational discipline.

Academic research has demonstrated a clear link between governance quality and investment outcomes, showing that organizational slack reduces discipline and performance. Strong operations, by contrast, reinforce governance by ensuring that decision-makers are working from accurate, timely and controlled information.

It is no coincidence that the strongest-performing endowments increasingly view operations not as a utility, but as essential strategic infrastructure — providing the governance framework that enables financial performance while safeguarding mission continuity and public trust.

A perspective on building durable operating models

At Alter Domus, we do not focus solely on what clients require today. We work with endowments and foundations to build operating models that are resilient enough to support their needs from now and years beyond.

Endowments and foundations operate with long-term horizons, seeking not only to deliver performance in the present, but to sustain financial stability for the institutions they serve. Performance and purpose are not opposing forces — they are mutually reinforcing outcomes when supported by robust governance and institutional-grade operating infrastructure.

As portfolios grow more complex, independent specialist partners play an increasingly important role in providing the oversight, transparency and operational resilience required to realize long-term objectives—and to translate governance intent into execution.

This operational reality sets the stage for the practical execution challenges explored in Part 2.

The Institutionalization of Private Credit

Private credit is no longer a specialist allocation. It now operates as core infrastructure within institutional portfolios. Larger platforms, more diverse lender groups, layered capital structures, and increasingly active secondary markets have materially expanded the complexity of credit transactions.

This evolution has changed the operational demands surrounding a deal. What begins as a carefully negotiated credit agreement often evolves through amendments, incremental facilities, covenant resets, refinancing, and at times, restructuring.

Over the lifecycle of a transaction, complexity compounds. The durability of a structure therefore depends not only on the quality of underwriting or documentation, but on whether the operational framework supporting the transaction can sustain that complexity without friction.

Within this framework, agency sits at the operational center of transaction execution.

A Quiet Function with Structural Consequences

The agent’s role can appear procedural at first glance: maintaining lender registers, processing payments, coordinating notices, and administering consents.

In practice, the agent functions as the transaction’s operating system.

In multi-lender environments, neutrality, precision, and coordination are essential. Voting thresholds must be calculated accurately. Consent requests must be coordinated across participants with differing mandates and timelines. Payment calculations must be precise. Covenant reporting must flow consistently and transparently.

When these processes operate effectively, they are largely invisible. When they falter, consequences surface quickly — delayed amendments, disputes over consent mechanics, misaligned lender expectations, or avoidable strain during periods of market stress.

Execution risk in private credit often materializes not in underwriting models, but in the mechanics of administration — where coordination and procedural discipline are tested in real time.

Where Agency Quality is Tested

Transactions rarely remain static. Borrower performance evolves, lender bases change, and market conditions shift.

Moments that require coordinated lender action — amendments, covenant waivers, incremental facilities, or secondary transfers — place significant pressure on the administrative framework supporting the deal.

At these points, the question is not whether the documentation was carefully drafted. It is whether the operational infrastructure surrounding the transaction can deliver clarity, coordination, and procedural consistency under time pressure.

These lifecycle events reveal the operational quality of the agency framework. Processes that function smoothly in stable periods are tested when lender coordination must occur quickly and consistently across institutions.

Governance Expectations Have Caught Up

Private credit now operates within a fully institutional ecosystem. Investors routinely evaluate operational infrastructure as part of due diligence. Control environments, recordkeeping standards, audit trails, and information dissemination are examined alongside investment strategy.

Regulatory focus across major jurisdictions continues to emphasize governance discipline and operational resilience.

Agency sits squarely within this framework — not as administrative support, but as part of the control environment.

The integrity of cash movements, the accuracy of lender registers, the audit trail supporting amendments and waivers, and the consistent dissemination of information are not background processes. They are elements of governance credibility.

As operational infrastructure becomes part of investor due diligence, the selection of an agent increasingly carries implications beyond administration. It influences governance discipline, execution reliability, and lender confidence in complex structures.

Speed, Flexibility, and the Timing of Agency Engagement

Private credit transactions move quickly. Agency teams are expected to onboard complex structures efficiently and provide immediate operational support as deals progress from signing to closing.

The timing of agency engagement can materially influence how smoothly operational processes function over the life of a facility. When agency considerations are incorporated during transaction structuring, operational workflows can be aligned more closely with the intent of the documentation from the outset.

This alignment can help streamline later lifecycle events such as amendments, transfers, and lender coordination.

When agency is engaged later in the process, experienced platforms must mobilize quickly to support execution without slowing transaction momentum.

In fast-moving markets, the objective is not simply speed at closing, but the establishment of operational frameworks capable of supporting the transaction consistently as it evolves.

The Risk of Treating Agency as Procedural

Despite this shift, agency is still frequently appointed late in the transaction lifecycle.

When operational considerations are incorporated only after documentation is largely finalized, administrative processes must adapt to structures that may not have been designed with lifecycle complexity fully in view. Reporting protocols may lack standardization. Escalation frameworks may not yet be tested.

These gaps rarely disrupt closing. They emerge later — during amendments, consent solicitations, increased transfer activity, or periods of market volatility. At that point, remediation consumes internal capacity and can introduce avoidable friction into lender coordination.

Embedding agency considerations earlier in transaction design reduces that exposure and aligns operational execution with documentary intent from the outset.

Scaling Platforms Without Scaling Friction

The continued growth of private credit platforms increases operational density. More transactions, more lenders, more jurisdictions, and more reporting obligations expand the surface area for administrative risk.

Institutional agency capability operates as a stabilizing layer within that expansion. Standardized workflows, defined escalation processes, and systems that enable controlled information access allow complex lender groups to coordinate efficiently while maintaining procedural integrity.

Without that infrastructure, scale compounds operational exposure. With it, platforms can expand while maintaining consistency in execution, reporting, and lender coordination.

For managers operating increasingly large credit platforms, agency therefore functions as operational infrastructure that enables growth without adding friction.

A Structural Role in a Mature Market

As private credit markets mature, performance remains central. But governance resilience and procedural consistency increasingly differentiate leading platforms.

Agency sits at the intersection of those dynamics.

At Alter Domus, our experience supporting private credit managers and lender groups through agency and loan administration services reflects this shift. Across complex multi-lender structures, operational frameworks established early in the transaction lifecycle tend to support clearer lender coordination, more consistent governance processes, and more predictable execution as facilities evolve.

By combining institutional agency capabilities with broader private markets servicing expertise, Alter Domus supports managers in building operational frameworks that remain efficient and resilient across the full lifecycle of a transaction.

As the market continues to mature, the distinction between administrative support and operational infrastructure will become clearer.

In today’s environment, agency selection is not peripheral to risk management. It is a structural decision that shapes execution certainty, governance credibility, and downside control.

It is a first-order risk decision.

Private credit secondaries are evolving from an occasional rebalancing tool into a repeatable feature of the private credit ecosystem. As private credit assets under management (AUM) have grown and hold periods have lengthened, managers and investors are investigating how to provide liquidity without forcing loan exits that may be uneconomic or operationally disruptive. One estimate reported by Secondaries Investor suggests the private credit secondary market could approach $80 billion by 2030.

GP-led private credit secondaries, including private credit continuation vehicles, can retain performing portfolios, manage concentration and duration constraints, and introduce new capital under revised economics. These transactions differ from private equity secondaries because they involve loan-level transfer mechanics, servicing continuity, and rate-sensitive valuation and cash flow forecasting, which shifts execution risk from strategy design to operational precision.

In this article, we look at how private credit secondaries differ from other secondary strategies, why GP-led structures are gaining traction, where operational burden concentrates, and which capabilities can reduce execution risk in multi-vehicle credit transactions.

Why Private Credit Secondaries are Different

Private credit secondaries are not a simple extension of private equity secondaries. Their underlying assets, cash flows, and contractual frameworks create distinct structural and operational requirements.

Key Structural Differences vs. Traditional Private Equity Secondaries

Private Credit Secondaries	Traditional Private Equity Secondaries
Loan and debt instrument transfers	Equity interest transfers
Ongoing borrower relationships	Portfolio company exits
Complex interest, PIK, and fee structures	Equity-based return mechanics
Covenant-heavy documentation	Shareholder agreements
NAV sensitivity to rate movements	Growth-driven valuation changes
Servicing and agent bank coordination	Limited asset-level operational touchpoints
Cash flow and yield forecasting is critical	IRR-driven performance focus

These differences shift where risk concentrates. In private equity secondaries, key variables are often valuation, governance, and exit timing. In private credit secondaries, transferring and administering contractual cash flows can dominate the execution path, especially in loan portfolio secondaries where asset-level details drive fund-level outcomes.

Distinct Features of Private Credit Secondaries

Loan-level complexity: A single “position” is rarely standardized. Portfolios include bespoke covenants, pricing grids, rate floors, amendment history, and side letters. Borrower-specific terms can change accrual methods, fee treatment, and consent requirements.
Servicing continuity risk: GP-led transactions must maintain uninterrupted private credit fund servicing, including payment processing, interest accrual, covenant monitoring, and notices. Disruption can delay collections and create reporting breaks at the point of highest scrutiny.
Interest rate sensitivity: Many assets are floating-rate, so valuations and near-term income forecasts move with base rates and credit spreads. In continuation vehicles, this increases focus on valuation methodology, discount margin assumptions, and forward yield expectations.
Data intensity: Loan tapes, compliance certificates, collateral monitoring, and borrower reporting increase administrative load. Portfolio accuracy depends on reconciled source data and documented servicing activity, not only fund-level financial statements.
Transfer mechanics: Transfers typically use assignments or participations. Assignments often require borrower and agent coordination, plus document execution and validation. Participations can reduce friction but add complexity around beneficial ownership, voting rights, and servicing responsibilities. Tracking consents and deliverables is time-sensitive and operationally heavy.

Taken together, private credit secondaries require operational infrastructure built for loan-level administration, particularly when the objective is to preserve income and maintain servicing stability from day one.

Why GP-Led Structures are Gaining Traction

Private credit secondaries can provide flexibility for GPs navigating a maturing credit cycle, especially as the market expands into new sub-strategies and liquidity needs scale with AUM.

Strategic portfolio retention: Continuation vehicles allow GPs to retain seasoned, performing loan portfolios without forcing realizations. This is most relevant where value is driven by contracted yield and exits are unattractive due to borrower conditions, refinancing dynamics, or spreads.
Capital recycling in a constrained market: Preqin reported that the number of private capital funds closed globally fell 24.3% from 2023 to 2024, and that private debt funds closed declined to 181 in 2024, the lowest level in a decade. GP-led structures can provide liquidity and reset portfolio capacity without selling loans into constrained exit channels. Reflecting momentum, Jefferies reported credit secondaries volume rising from $6 billion in 2023 to $10 billion in 2024, with expectations of $17+ billion in 2025.
Duration and concentration management: Credit portfolios often have staggered maturities and mixed amortization. Continuation vehicles can separate core performing loans from opportunistic sleeves, manage concentration limits, and extend hold periods outside an existing fund’s term. The scale backdrop matters: S&P Global Market Intelligence, citing Preqin, projected private credit AUM rising from an estimated $2.280 trillion in 2025 to $4.504 trillion by 2030.
Institutional capital alignment: Insurance companies and pensions often allocate to private credit for income and structural downside protection, including senior-secured exposure. Legal & General Investment Management cited all-in yield ranges of about 5%–8% for investment-grade private credit and 8%–12% for sub-investment-grade debt in late 2024. Continuation vehicles can be structured with duration and cash flow profiles aligned to liability-driven preferences, potentially expanding the investor base beyond traditional drawdown fund LPs.

Operational Complexity: Where Private Credit Deals Can Break Down

In GP-led private credit secondaries, execution risk is often operational rather than strategic. A transaction can be well structured but still underperform if the operating model cannot support accurate data transfer, uninterrupted servicing, and investor-grade reporting on a compressed timeline.

Loan-level data migration

Transferring a portfolio requires reconciled payment history, accurate accrued interest, consistent fee calculations, and a defensible record of covenant compliance and exceptions. Data breaks can delay closing or create post-close remediation that distracts from portfolio oversight.
Cash flow waterfalls and economic resets

In continuation vehicles, waterfall logic is a control function. Allocation errors can affect distributions and erode confidence, particularly when the deal is designed to improve liquidity and alignment.
Valuation scrutiny and NAV sensitivity

Valuation approaches must reflect discount margin assumptions, credit and risk-rating updates, and the effects of base rate and spread movements on floating-rate assets. Continuation transactions can increase scrutiny because they may reset cost basis or crystallize marks.
Regulatory, tax, and reporting complexity

Multi-jurisdiction structures can create overlapping obligations driven by domicile, investor mix, and manager status. The KPMG Private Debt Fund Survey underscores the role of regulatory frameworks across key domiciles and the operational effort required to support compliant reporting.
Elevated investor transparency expectations

Investors expect loan-level reporting that ties yield forecasts to income drivers, tracks defaults and amendments, explains concentrations, and evidences covenant monitoring, including ESG-linked terms where relevant.

A practical planning point follows from these frictions: for GP-led secondary transactions, operational due diligence should run in parallel with commercial and legal workstreams. That typically means validating the loan tape and accrual logic early, defining post-close servicing and agent-bank interfaces before documentation is finalized, and confirming that valuation governance and waterfall models are auditable and consistent across vehicles.

Alter Domus Has a Clear Advantage

As GP-led private credit secondaries become more common, the differentiator is often not the transaction concept but the execution model. Loan portfolios require uninterrupted servicing, asset-level reconciliation, and reporting that is credible immediately after close.

Operational risk concentrates where responsibilities change hands: from loan tape validation to accounting, from servicing to investor reporting, and from legal transfer steps to operational controls.

For credit fund administration and private credit fund servicing, integrated administration reduces these seams by aligning loan servicing, multi-vehicle administration, cash flow modeling, and reporting under a single control framework.

In practice, that means consistent logic across accruals, fees, covenant tracking, and cash flow forecasting, and a clear audit trail from loan-level inputs to NAV support, distribution calculations, and investor reporting.

Alter Domus supports this operating model for GP-led private credit secondaries and private credit continuation vehicles to reduce execution risk through close and the first reporting cycles.

Conclusion

Private credit secondaries are increasingly used to address liquidity and portfolio management needs without forcing loan exits, but they raise the execution bar.

Loan-level transfer requirements, servicing continuity, rate-sensitive valuation, and complex waterfalls introduce operational risks that can overwhelm an otherwise sound strategy if not managed with discipline.

For GPs and LPs, the practical takeaway is to treat operating model design, data readiness, and servicing as core deal workstreams from the start, not post-close clean-up tasks.

Get in touch today to see how Alter Domus supports GP-led private credit secondaries.

Infrastructure managers spend significant time thinking about how to scale portfolios.

They think about raising larger funds, entering new sectors, expanding geographically, and deploying capital across increasingly diverse infrastructure opportunities. Growth is often viewed as the natural objective of a successful platform.

What receives far less attention is a different question. Can the organisation itself scale at the same pace as the portfolio?

For many infrastructure firms, that question is becoming increasingly important. A larger portfolio does not simply create more activity. It changes the nature of the organisation responsible for supporting it. Reporting becomes more demanding. Governance becomes more complex. Investor expectations increase. Information flows become harder to manage. Activities that once felt straightforward require greater coordination across teams, systems, service providers, and stakeholders.

The challenge is not that growth creates additional work. The challenge is that growth fundamentally changes how infrastructure firms operate.

For CFOs, this is becoming one of the most important operational questions facing the industry. The firms that succeed over the next decade may not simply be those that build the largest portfolios. They may be the firms that build organisations capable of supporting increasingly sophisticated portfolios without sacrificing visibility, governance, or investor confidence.

Growth and Scalability are not the Same Thing

One of the most common assumptions in infrastructure is that growth naturally creates scalability.

In reality, the two are very different. Growth can happen relatively quickly. A manager raises a new fund, acquires additional assets, expands into a new sector, or enters a new market. Scalability develops more gradually because it requires the organisation itself to evolve alongside those changes.

Many firms discover this distinction as portfolios become increasingly diverse. A strategy that once focused primarily on renewable energy may now include battery storage, fibre networks, data centres, transportation businesses, logistics infrastructure, utilities, and social infrastructure. Each asset class introduces different operating considerations, governance requirements, reporting expectations, and information needs.

The portfolio grows. The complexity supporting the portfolio grows with it. The challenge is ensuring the operating model grows as well.

Infrastructure is Not one Asset Class

Operational scalability has become particularly important because infrastructure increasingly resembles a collection of different industries rather than a single asset class.

A fibre network operator measures performance differently from a renewable energy platform. A data centre business generates different information from a transportation asset. A regulated utility often operates within a different governance framework from a logistics infrastructure platform.

From an investment perspective, this diversity creates resilience and opportunity. From an operational perspective, it creates pressure.

As organisations expand across different infrastructure sectors, they are required to create consistency across businesses that often have very little in common beyond the fact that they sit within the same portfolio. Reporting must remain reliable. Governance must remain effective. Investors expect transparency. Boards require visibility. Management teams need confidence in the information supporting decisions.

The challenge is not simply handling greater scale. It is managing greater diversity. That is why operational scalability is becoming increasingly difficult and increasingly important.

Why Pressure Often Builds Beneth the Surface

One of the reasons scalability challenges can be difficult to identify is that they rarely appear all at once.

Most infrastructure firms do not suddenly discover that their operating model has stopped working. Instead, pressure accumulates gradually as portfolios expand and stakeholder expectations evolve.

A new investor requests more detailed reporting. A new acquisition introduces another operating platform. Expansion into a new jurisdiction creates additional governance obligations. A new fund structure adds complexity to oversight and administration.

Individually, these developments are manageable. Collectively, they begin to reshape how the organization functions.

This is often why scalability issues first appear through symptoms rather than root causes. Reporting cycles take longer. Teams spend more time reconciling information. Investor requests require greater effort to satisfy. Senior leaders devote increasing amounts of time to understanding what is happening across the portfolio.

The issue is rarely a lack of capability. More often, it is that the organization has outgrown the operating model that once supported it successfully.

Why Investors Are Paying Attention

Historically, operational scalability was viewed primarily as an internal management issue.

Increasingly, investors are paying attention as well. Institutional investors want confidence that managers can maintain oversight as portfolios become larger and more sophisticated. They want confidence that reporting quality will remain high, governance standards will remain effective, and management teams will continue to have visibility across increasingly complex portfolios.

In many respects, investors are evaluating the scalability of the organisation alongside the scalability of the investment strategy. This is particularly relevant in infrastructure because many portfolios now resemble collections of operating businesses rather than collections of financial assets. Investors understand that complexity comes with growth. What they increasingly want to understand is how effectively managers are positioned to absorb that complexity over time.

The ability to answer that question influences confidence in the broader platform.

What Leading Infrastructure Managers Do Differently

The strongest infrastructure managers increasingly recognise that scalability is not simply an efficiency objective.

It is an organisational capability. Their focus is not on creating the simplest possible operating model. Infrastructure portfolios are rarely simple. Instead, they focus on building organisations capable of absorbing growth without compromising transparency, governance, reporting quality, or decision-making effectiveness.

That often means investing in information governance, reporting frameworks, oversight structures, and operating models that can evolve alongside the portfolio itself.

The objective is not to eliminate complexity. The objective is to prevent complexity from overwhelming the organisation.

As infrastructure continues to diversify, that distinction becomes increasingly important.

Why this Matters Beyond Operations

For many infrastructure firms, scalability is still viewed primarily as an operational objective.

Increasingly, it is becoming a competitive advantage.

The ability to scale effectively influences much more than operational performance. It affects investor confidence, governance effectiveness, management decision-making, and an organization’s ability to continue growing without creating friction that ultimately limits its potential.

Investors recognize this. A manager capable of maintaining transparency, reporting consistency, and operational visibility across renewable energy assets, fiber networks, data centers, transportation businesses, utilities, and logistics infrastructure demonstrates more than operational efficiency. They demonstrate organisational maturity.

That matters because investors increasingly associate operational capability with manager quality. As infrastructure portfolios become larger and more diverse, confidence in the operating model becomes an increasingly important component of confidence in the manager itself.

For many years, infrastructure managers differentiated themselves through investment expertise, sector knowledge, and access to attractive assets.

Those capabilities remain essential. Increasingly, however, managers are also differentiating themselves through their ability to scale organizations as effectively as they scale portfolios.

In that sense, operational scalability is no longer simply about supporting growth. It is becoming a source of competitive advantage in its own right.

Looking Ahead

Infrastructure investing is entering a period where organisational capability is becoming increasingly important.

The factors driving complexity are unlikely to reverse. Digital infrastructure continues to expand. Energy transition investments continue to accelerate. Investor expectations continue to rise. Portfolios continue to become more diverse. Against that backdrop, operational scalability will become increasingly visible.

Not because investors are asking about scalability directly, but because they experience its effects through reporting quality, governance effectiveness, transparency, and responsiveness. The firms that succeed will not necessarily be those with the largest portfolios.

They will be the firms that build organizations capable of supporting increasingly sophisticated portfolios without sacrificing confidence, control, or visibility. Because while infrastructure managers continue competing for assets, capital, and opportunities, they are increasingly competing on something else as well.

Their ability to scale organizations as effectively as they scale portfolios. And in an asset class where growth is expected, organisational scalability may become just as important as investment capability itself.

Infrastructure investing has always required long-term thinking. Assets are held for decades rather than years. Investment decisions are made with long operating lives in mind, and many infrastructure businesses require continuous investment long after an acquisition has been completed.

For infrastructure CFOs, this creates a challenge that extends well beyond annual budgeting. Capital planning increasingly shapes operational resilience, portfolio performance, investor confidence, and long-term value creation. As infrastructure portfolios become larger, more diverse, and more operationally complex, understanding future capital requirements has become just as important as understanding current financial performance.

The question is no longer simply how much capital an asset requires today. It is how future investment demands may influence portfolio decisions tomorrow.

Capital Requirements rarely emerge unexpectedly

They develop gradually through operational signals that infrastructure managers can identify long before funding decisions become urgent. The firms that recognize those signals earliest are often the ones best positioned to allocate capital with confidence as portfolios continue to grow.

The Assets that Keep Asking for More

Infrastructure assets are often viewed as stable, long-term investments.

Operationally, they are anything but static. Data centers require ongoing investment in power, cooling, and capacity expansion. Renewable energy assets demand continual maintenance, equipment replacement, and performance optimisation. Transportation infrastructure requires regular upgrades to maintain safety, efficiency, and regulatory compliance. Utilities, fiber networks, logistics infrastructure, and social infrastructure all follow similar investment cycles.

Most of these requirements do not appear overnight. They build steadily over time. Viewed individually, they may appear manageable. Viewed across an entire portfolio, however, they can represent substantial future capital commitments competing for funding over many years.

This is why capital planning has become much more than a budgeting exercise. It has become a core component of portfolio management.

The Performance Story You Cannot See in Current Results

Strong current performance does not necessarily mean future investment requirements are low.

In many cases, the opposite is true.

A rapidly expanding data centre platform may require significant investment to secure additional power capacity. A renewable energy portfolio generating stable returns today may require substantial capital expenditure to maintain long-term asset availability. A fibre network business may continue producing healthy cash flows while requiring ongoing investment to expand coverage and support customer demand.

Financial performance tells part of the story. Future capital requirements tell another. Together they provide a much more complete picture of long-term value creation. For infrastructure managers, that increasingly means looking beyond today’s financial results to understand the operational developments shaping tomorrow’s investment requirements.

Where Future Capital Demands First Appear

Few executives have a broader perspective on future investment requirements than the CFO. They sit at the intersection of asset performance, financing, liquidity management, portfolio strategy, investor communication, and capital allocation.

Boards expect confidence that future commitments can be funded without compromising portfolio resilience. Investors expect managers to demonstrate that capital allocation decisions support long-term value creation. Management teams need visibility into where future investment demands are likely to emerge and how they may affect priorities across the wider portfolio.

The challenge is rarely identifying individual capital projects. It is understanding how those projects compete for funding across multiple businesses, jurisdictions, and investment strategies.

A major upgrade programme within one asset may influence expansion elsewhere. Maintenance investment may compete with acquisition opportunities. Regulatory requirements may accelerate spending in one part of the portfolio while financing decisions affect another. Understanding those relationships has become one of the defining responsibilities of the infrastructure CFO.

The Cost of Waiting Too Long

One of the greatest risks facing infrastructure portfolios is not excessive investment.

It is deferred investment. Capital projects are often postponed for understandable reasons. Market conditions change. Financing costs increase. Priorities shift. New opportunities emerge.

Infrastructure assets, however, rarely stop requiring investment simply because spending has been delayed. Maintenance projects postponed today frequently become larger programmes tomorrow. Capacity upgrades delayed for budgetary reasons may restrict future growth. Regulatory improvements deferred for financial reasons often become more expensive and more disruptive to deliver.

The strongest infrastructure managers recognise that delayed investment is rarely just a financial issue. It is an operational issue that can ultimately influence performance, portfolio resilience, investor confidence, and long-term value creation.

Reading The Signals Before They Become Spending

Leading infrastructure managers recognise that capital planning begins long before investment approvals are required. It starts with understanding the operational trends developing across the portfolio.

Changes in asset performance, maintenance requirements, customer demand, utilisation levels, regulatory expectations, expansion plans, financing conditions, and asset lifecycles all provide early indicators of future capital needs.

These signals rarely appear together in one report. They emerge across operating companies, engineering teams, finance functions, asset managers, lenders, and external service providers. The firms best positioned to manage future investment requirements are those capable of connecting these signals before they become urgent funding decisions.

The objective is not simply forecasting expenditure. It is creating enough operational insight to make better capital allocation decisions while multiple options remain available. That allows management teams to balance growth initiatives with maintenance programmes, prioritize investment across competing assets, and respond to changing market conditions before future capital requirements begin to constrain strategic decisions.

Why Investors Look Beyond Today’s Capex Budget

Infrastructure investors increasingly recognize that today’s capital expenditure budget tells only part of the story. They also want confidence that future investment requirements are understood, prioritized, and incorporated into long-term portfolio planning.

Managers who can demonstrate a clear understanding of future capital needs provide investors with greater confidence that assets will continue generating value over the long term. That confidence extends beyond budgeting.

It reflects a manager’s ability to anticipate future operational demands, balance competing investment priorities, and allocate capital consistently across increasingly diverse portfolios. Investors increasingly recognize that successful capital allocation is rarely measured by how much capital is invested.

It is measured by whether capital is invested at the right time, in the right assets, and for the right strategic reasons. In many respects, confidence in capital planning increasingly reflects confidence in the manager.

Turning Capital Foresight into Better Decisions

Understanding future capital requirements is only part of the challenge. The real advantage comes from connecting operational insight, asset performance, financing requirements, and portfolio priorities into a single view of future investment needs.

Domus helps infrastructure managers bring together information across assets, operating companies, financing structures, and investment programmes, enabling management teams to identify where future capital demands are emerging and understand how they interact across the wider portfolio.

That creates far more than better reporting. It enables management teams to compare competing investment priorities, evaluate trade-offs with greater confidence, and allocate capital where it is likely to create the greatest long-term value.

Boards gain greater confidence that investment decisions support portfolio strategy rather than individual asset priorities. Investors gain greater transparency into how future capital requirements are being managed. Finance teams are better equipped to balance maintenance programmes, expansion projects, refinancing activity, and new investment opportunities without losing sight of long-term objectives.

The strongest infrastructure managers recognise that successful capital allocation is rarely determined by how much capital is available. It is determined by how confidently capital can be prioritised across competing opportunities.

As infrastructure portfolios continue to expand across digital infrastructure, renewable energy, transportation, utilities, logistics infrastructure, and social infrastructure, that capability is becoming increasingly valuable. The firms that succeed will not necessarily be those investing the most capital.

They will be the firms making the clearest investment choices. Because in an increasingly capital-intensive infrastructure market, competitive advantage is increasingly determined not by access to capital. It is determined by the quality of capital allocation decisions.

Investment committees are asking different questions about Fund of Funds transparency because alternatives portfolios have become larger, more complex, and more strategically important within institutional investment programs.

Historically, many investment committees focused primarily on:

manager performance
fund selection
diversification
capital deployment
return attribution

Those priorities still matter.

But as alternatives allocations continue growing, governance expectations are evolving.

Investment committees increasingly want visibility into:

underlying portfolio exposures
concentration risk
liquidity characteristics
operational resilience
reporting consistency
portfolio transparency

This is reshaping operational expectations across fund of funds structures.

Why Governance Expectations are Increasing

Preqin forecasts the alternatives industry will exceed $30 trillion in assets under management by 2030, increasing the strategic importance of alternatives oversight across institutional portfolios.

As portfolios scale, investment committees face growing pressure around:

fiduciary oversight
concentration management
transparency
governance reporting
operational accountability

Institutional investors increasingly want reporting capable of supporting:

investment committee decision-making
portfolio risk analysis
concentration oversight
governance reviews
strategic allocation planning

This represents a meaningful shift in how transparency itself is being evaluated.

Why traditional reporting models are becoming less sufficient

Many traditional reporting structures were designed around:

quarterly reporting cycles
high-level portfolio summaries
manager-level reporting
static exposure analysis

Today, many investment committees expect:

deeper portfolio visibility
more responsive reporting
stronger comparability
more dynamic oversight
clearer concentration analysis

MSCI has noted that transparency and comparability across private markets continue to lag the pace of industry growth despite rising institutional adoption.

This is increasing pressure on Fund of Funds managers to improve operational reporting consistency and portfolio visibility.

What Investment Committees Increasingly Expect

Portfolio transparency: visibility beneath the fund layer itself.

Reporting consistency: more comparable information across managers and structures.

Exposure visibility: clearer understanding of concentrations and overlap.

Governance confidence: greater trust in reporting quality and operational resilience.

Faster insight generation: more responsive reporting and portfolio oversight capabilities.

Why Transparency is Becoming Strategic

Transparency is increasingly becoming more than a reporting exercise.

It is becoming part of institutional governance infrastructure.

Operational visibility increasingly influences:

investment confidence
governance perception
oversight capability
portfolio decision-making
long-term manager selection

The firms likely to differentiate most effectively may not simply be those delivering strong investment performance.

Increasingly, they may also be the firms capable of supporting stronger investment oversight through scalable transparency.

FAQs

Strategic chess pieces symbolizing investor considerations in syndicated loan and private credit decisions.

In my recent whitepaper on the Operating Intelligence – A New Opportunity for Investors, I explored a structural challenge emerging across private markets: as firms scale, their data, governance and operational infrastructure often fail to scale with them.

That paper focused on the nature of the issue — the limits of legacy operating models.

But stepping back as CEO, I believe the implications run deeper still. The problem is not simply operational inefficiency. It is becoming a strategic fault line.

So here is a broader perspective on what operating intelligence now means for leadership, resilience and competitive differentiation in the next phase of private markets.

Over the past decade, the industry has matured at extraordinary speed. Firms have expanded across strategies, geographies and products. LP expectations have risen. Regulatory scrutiny has increased. And the pace of decision-making has accelerated.

Yet behind the performance, many operating models still look remarkably familiar.

For too long, the operational layer of private markets has been treated as a necessary function. Something to manage. Something to outsource. Something to keep running in the background.

This paradigm is coming to an end. As private markets scale, operating models are no longer a back-office concern. They are becoming a strategic advantage.

Complexity is not new. The consequences are.

Private markets have always been complex. Cross-border structures. Multiple entities. Different reporting requirements. Unique fund terms. Asset-level nuance.

What has changed is the scale at which that complexity now operates.

Many firms are running more funds, across more strategies, with more portfolio companies and more investors than ever before. They are expected to deliver faster reporting, deeper transparency, and stronger governance.

And they are doing this while operating in a world where data is everywhere, but insight is not.

The result is simple: private markets firms are being asked to make faster decisions, with greater confidence, across a much more complex environment.

The real challenge is coherence

Most firms don’t have a shortage of information.

They have too many systems, too many workflows, and too many disconnected sources of truth.

Information exists across fund accounting, portfolio reporting, investor communications, loan administration, and multiple third-party platforms. But too often it is fragmented, delayed, and difficult to connect.

In practice, that means teams spend time reconciling rather than understanding. Reviewing rather than anticipating. Explaining rather than acting.

And crucially, it means insight can arrive too late to influence the decisions that matter most. This is not a technology issue alone. It is an operating model issue.

Fund administration is evolving

Fund administration has historically been defined by execution.

Accurate books. Timely closes. Reliable reporting. Strong controls. Professional service. Those fundamentals remain non-negotiable.

But today, what firms need from their operating partners is expanding.

They need visibility across their business, their funds and their portfolios – delivered with speed and accessibility.

They need insight that reflects how they actually invest. Insight that aligns with their strategy, their structures and their competitive strengths.

They need operating models that support decision-making, not just reporting.

They need earlier signals. Less reconciliation. More forward-looking clarity. This is where fund administration begins to shift from service delivery to operating intelligence

Intelligence is not a dashboard

When we talk about intelligence, we do not mean another portal or another layer of generic reporting.

We mean something more fundamental: the ability to bring together data, workflows, and expertise into a single coherent operating view.

True intelligence identifies exceptions early, reduces friction, and delivers insight at the exact point where decisions are made – tailored to a firm’s strategy, risk appetite, and investment approach.

That means a firm’s intellectual property must be embedded in the insights themselves. And critically, intelligence combines technology with human expertise to strengthen governance, reduce risk, and support scale.

This is not a shift driven by fashion. It is driven by necessity.

A new role for operating partners

As the industry evolves, the relationship between GPs and service providers must evolve too.

The future belongs to operating partners, not transactional vendors.

Partners who understand the realities of private markets. Who can deliver consistently across strategies and geographies. Who can help simplify what can be simplified, standardize what must be standardized, and build trusted foundations beneath every process.

And who can use modern technology to help firms operate with greater clarity, confidence, and resilience.

What comes next

Private markets firms will continue to grow. Complexity will continue to increase. Expectations will continue to rise.

The firms that thrive will be those that build operating models designed for what comes next.

Operating models that support decision-making, not just reporting. Operating models that reduce risk, not just process it. Operating models that scale without breaking.

At Alter Domus, we believe fund administration is becoming something bigger: the operating infrastructure of private markets. A crucial source of data and insights to drive value for investors

And our responsibility is to help our clients shape that future.

Not by adding noise. But by bringing clarity.

Not by replacing expertise. But by amplifying it.

Not by offering more tools. But by building a better operating model.

Because in the next era of private markets, performance will always matter. Expectations will rise.

For us as fund administrators, the bar is rising even more. Great service and a relentless focus on delivering new sources of value will matter even more.

Data reflected in eyeglasses, symbolizing analysis and expertise in fund administration services.

Institutional investors increasingly expect faster portfolio insight, deeper transparency, and more responsive reporting. As a result, many Fund of Funds managers are moving beyond static quarterly reporting cycles toward operational models designed to support more continuous portfolio visibility.

Quarterly reporting remains a foundational part of alternatives investing.

But investor expectations around transparency and responsiveness are changing significantly.

Institutional investors increasingly operate in an environment shaped by:

faster decision-making cycles
greater governance scrutiny
heightened portfolio oversight
increasing demand for visibility
growing exposure complexity

This is creating pressure on FoF managers to improve the speed and consistency of portfolio insight generation.

The challenge is that many operating models were originally designed around periodic reporting structures rather than ongoing portfolio visibility.

Why Traditional Reporting Models are Under Pressure

Historically, many alternatives reporting workflows evolved around quarterly cycles:

underlying manager reporting
valuation updates
exposure aggregation
investor communications

Those structures still matter.

But LPs increasingly want:

faster access to information
more dynamic exposure visibility
clearer portfolio transparency
more responsive reporting capabilities

Institutional investors increasingly expect reporting tailored to their mandates, exposures, and governance requirements rather than standardized quarterly updates alone.

This does not necessarily mean real-time reporting.

It means creating operational infrastructure capable of:

aggregating information faster
reducing reporting bottlenecks
improving data consistency
accelerating portfolio insight generation
supporting more dynamic investor communication

What Continuous Visibility Actually Means

Continuous visibility is not about constant portfolio updates.

It is about reducing the operational friction that slows portfolio understanding.

That includes improving:

data consistency
reporting standardization
operational integration
reconciliation workflows
exposure aggregation
portfolio oversight

The goal is not simply faster reporting. It is creating more reliable visibility across increasingly complex portfolios.

Why Operational Infrastructure Matters

Many firms still rely heavily on:

spreadsheets
manual normalization
fragmented reporting systems
manager-specific workflows

As portfolios scale, these processes can create:

reporting delays
visibility gaps
operational bottlenecks
reconciliation strain

Preqin forecasts the global alternatives industry will exceed $30 trillion in assets under management by 2030, creating additional operational pressure across reporting and portfolio oversight functions.

This is one reason many firms are increasingly investing in:

integrated operational models
centralized reporting frameworks
scalable administration infrastructure
stronger governance around data quality

Why Continuous Visibility is Becoming Strategic

As alternatives allocations continue growing, operational responsiveness increasingly influences:

investor confidence
transparency
governance perception
reporting quality
portfolio oversight

The firms likely to differentiate most effectively may not simply be those capable of producing quarterly reports efficiently.

Increasingly, they may also be the firms capable of creating continuous operational visibility across fragmented alternatives ecosystems.

FAQs

The scale shift reshaping private markets

Change is sweeping through the private markets industry. Fundraising is concentrating into fewer hands. Manager consolidation is running at all-time highs. Regulatory and reporting demands are intensifying. The need for speed and access to data will continuously increase.

These shifting market dynamics are forcing GPs to reappraise how they remain relevant and competitive.

Success in private markets has always been grounded in investment intelligence – the ability of a manager to map markets, source proprietary deal flow, conduct due diligence on assets and establish a valuation. If a manager bought the right asset at the right price, the rest would take care of itself. GPs have invested in their firms accordingly, sticking to the proven formula for success: grow the front office deal team, secure new deals, and keep operations lean.

But while this model has served managers well for years, the asset class has reached a size and complexity where operational intelligence should start to complement exceptional investment intelligence. A virtuous circle of real time outcomes informing real time decisions. Technology and data in place of manual brute force.

The operating intelligence gap

Today’s private markets industry is operating on a totally different scale to 20 years ago. Alternative assets under management (AUM) have grown from US$3.1 trillion in 2008 to more than US$16.7 trillion in 2024, according to Preqin, and are forecast to reach US$30 trillion by 2030.

Growth in AUM has meant more data for GPs to manage, across more funds and more strategies. Operating models that sufficed in the 2000s (and characterized by fragmented systems and service providers) are no longer fit for purpose.

Managers that used to engage with LP clients almost exclusively through 10-year, closed-ended commingled funds now offer investors separately managed accounts (SMAs), co-investments and sidecar arrangements. The emergence of the non-institutional investor channel, accessed through evergreen and feeder fund structures, brings added layers of complexity, but can’t be ignored, with Pitchbook forecasting that in the US alone evergreen assets will more than double by the end of the decade to reach north of US$1 trillion.

Simultaneously, there has also been a step-change in LP expectations around the detail and frequency of GP reporting. Investors are seeking timely, credible information that enables them to manage liquidity and assess private markets performance relative to other asset classes in real time.

Operations teams built to service quarterly reporting cycles with backward-looking performance reviews will have to evolve if their firms are to meet the expectations of investors.

GPs will have to respond by upgrading their operational intelligence capability – and not only to cope with greater transaction volume, but also greater complexity. Recent technological innovations, notably AI, mean the industry’s time for change is now.

It is time to gear up for sustained investment in technology: a flexible, cloud-based infrastructure; best-of-breed tools across all asset classes and processes; functionality and analytics layered over software; AI models and agents that accelerate and sustain workflows and security by design.

Let’s build for a world where GPs and LPs will access fund administrators’ data and insights directly, through data exchanges, via machine-to-machine connectivity and APIs. The need for speed and flexibility will only increase.

From fund administrator to operating partner

Fund administration provision was also fragmented by jurisdiction, service line and asset class. Providers played to their strengths and stuck to their niches. GPs did see benefit in best-of-breed expertise, but as fund sizes grew and managers branched out into more jurisdictions and investment strategies, fund administrator relationships morphed into a messy patchwork of myriad relationships that became more difficult for GPs to control as their organizations sought scale.

GPs are now actively looking for opportunities to consolidate their relationships and work with outsourcers who can provide a full basket of services that straddle asset classes and geographies. A recent Alter Domus survey showed that 60% of GPs already preferred bundled services, with this proportion expected to climb to 70% in the three-to-five-year period following the initial survey.

The upshot for fund administration is that the industry must change to reflect the change in its GP client base.

In the future, the fund administration industry will be comprised of fewer, but larger firms, that have the bandwidth to cover all of a manager’s operating requirements, as opposed to the old industry model of fragmented service providers operating in their own data and service-line siloes.

This will demand a reappraisal of how service providers think about themselves and make a shift from serving as arms-length fund administrators doing the mundane back-office work on the GP’s behalf, into embedded operating partners who work closely with managers to provide operational intelligence that informs how GPs should grow and invest.

Deepening relationships

Operating partners will become integral to how firms are run and the data they depend on to invest. This is a serious undertaking for both parties, who will have to work closely on technology integration and share responsibility for governance.

Operating partners will also be expected to be at the forefront of regulatory, technology and investor relations trends, and to leverage their global networks, in-house technology expertise and financial reporting knowledge to provide their clients with a single operating view across all of their investment strategies, LP relationships and fund structures.

For GPs these partnerships will extend beyond a helping hand with administrative tasks and back-office housekeeping.

The data and analysis operating partners produce will be what managers count on when seeking insight and making decisions. GPs will no longer choose services from a menu of options provided by service providers but will seek out operating partners who understand what GPs are trying to achieve, and how to facilitate it.

It will be down to the operating partner to accelerate reporting timelines, identify underperforming assets earlier, empower risk and investment committees with insight, and give managers a foundation allowing them to scale without their operations splintering.

A model for the future

For me, this is no longer a debate about modernization. It is about competitiveness.

As private markets continue to scale and consolidate, operational strength will increasingly determine strategic freedom — the ability to launch new structures quickly, enter new jurisdictions with confidence, integrate acquisitions effectively, and provide investors with clarity in real time.

At Alter Domus, we are building our business around that reality.

We partner with managers at every stage of scale — from global multi-strategy platforms navigating complexity across asset classes and jurisdictions, to high-growth firms building the operational foundations for their next phase of expansion. The operating intelligence challenge looks different at each stage, but the imperative is the same: operations must enable ambition, not constrain it.

We are reshaping our operating model to connect data across asset classes and geographies, accelerate reporting cycles, and enable insight to move at the pace of decision-making. We are investing in automation and AI to reduce friction and deliver portfolio-level visibility that supports both governance and growth.

But this evolution is not about systems alone. It is about partnership.

The managers who will succeed in the next decade will be those who treat operations as a strategic capability – and who choose operating partners prepared to scale with them.

The operating intelligence gap can be closed.

We are ready to lead – and ready to partner.

Better operational visibility improves portfolio decision-making by helping institutional investors and Fund of Funds managers create more consistent insight across fragmented portfolio, reporting, and exposure data.

Investment decisions are only as strong as the visibility supporting them.

As alternatives portfolios become larger and more interconnected, many institutional investors are recognizing that fragmented operational visibility can directly affect:

portfolio oversight
concentration analysis
liquidity understanding
governance confidence
investment responsiveness

Historically, many alternatives operating models evolved around periodic reporting cycles and fragmented reporting ecosystems.

At smaller scale, these models could often function effectively.

As portfolios expand, however, fragmented visibility can slow decision-making and reduce oversight consistency.

Why operational visibility affects investment oversight

Underlying managers frequently report information differently across:

reporting schedules
portfolio classifications
valuation methodologies
exposure taxonomies
transparency standards

This can make it difficult to create:

consolidated portfolio views
timely concentration analysis
reliable exposure aggregation
scalable oversight
consistent reporting comparability

Operational teams frequently spend substantial time:

reconciling fragmented information
normalizing data
validating exposures
rebuilding portfolio analysis manually

The result is often slower insight generation across increasingly complex portfolios.

Why institutional investors increasingly prioritize visibility

Preqin forecasts the alternatives industry will exceed $30 trillion in assets under management by 2030, increasing operational pressure across investment oversight and portfolio governance functions.

At the same time, institutional investors increasingly expect:

deeper transparency
faster insight generation
clearer exposure visibility
stronger governance
more responsive reporting

MSCI has also noted that transparency and comparability across private markets continue to lag the pace of industry growth.

This is increasing focus on operational visibility as a core part of portfolio oversight.

How stronger visibility improves portfolio decision-making

Faster exposure analysis: improving understanding of concentrations and portfolio overlap.

Better governance oversight: supporting stronger investment committee decision-making.

More reliable reporting: creating greater confidence in portfolio information.

Improved portfolio monitoring: helping investors respond more effectively to portfolio developments.

Stronger operational scalability: reducing friction across reporting and oversight workflows.

Why operational visibility is becoming a competitive differentiator

Operational visibility is increasingly influencing:

investment confidence
governance quality
portfolio oversight
reporting responsiveness
long-term scalability

The firms likely to differentiate most effectively over the next decade may not simply be those capable of generating strong investment returns.

Increasingly, they may also be the firms capable of transforming fragmented portfolio ecosystems into clearer and more actionable investment insight.

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Insights

Get in touch with our team today

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From Fund Administration to Operating Intelligence: Why Private Markets Need a New Operating Model

Complexity is not new. The consequences are.

The real challenge is coherence

Fund administration is evolving

Intelligence is not a dashboard

A new role for operating partners

What comes next

Insights