From Balance Sheet to Specialty Lender: Capital-Light Corporate Models and the Verified Scale of Asset-Based Finance

The shift toward capital-light corporate operating models has been reshaping balance sheets for more than a decade, but the financial infrastructure absorbing the assets being shed has only recently reached a scale that demands the attention of every participant in the middle market ecosystem. The private global asset-based finance market now stands at more than $6.1 trillion — nearly twice its pre-Global Financial Crisis peak of $3.1 trillion in 2006 — and KKR’s credit research team estimates that figure could reach $9.2 trillion by 2029, which would make it larger than today’s syndicated loan, high-yield bond, and direct lending markets combined.¹ That forward-looking projection is grounded in a structural argument, not a cyclical one: banks have been retreating from asset-based lending for more than fifteen years, and the demand for credit secured by hard assets and diversified financial-asset pools is not slowing.

The broader secured finance ecosystem in which ABF operates is similarly substantial. According to the Secured Finance Network’s 2025 Market Sizing Study, released in February 2026, total secured finance year-end levels in the United States reached approximately $12.1 trillion as of Q4 2024, with annual transaction volume of $6.5 trillion — an increase of 34.5% in volume since 2022.² These figures span seven financing categories, including asset-based lending, factoring, equipment finance, supply chain finance, leveraged lending, private credit, and asset-backed securitization. The study’s scope deliberately captures non-bank lenders, undrawn commitments, and capital-markets structures alongside traditional bank-originated loans — a methodology that reflects how secured finance actually functions in the current market rather than how regulators have historically measured it.

For investment bankers, legal counsel, private equity sponsors, and turnaround advisors who have built practices around cash flow lending and traditional M&A, the scale of this market represents both a disruption and an opportunity. The fundamental underwriting logic is different, the documentation requirements are more complex, and the operational infrastructure required to monitor collateral pools is more demanding. But the advisory mandates, deal structures, and yield profiles that ABF generates are increasingly difficult to ignore.

The Structural Logic Behind Corporate Asset Migration

The economics driving corporate asset divestiture are embedded in the relationship between asset intensity and valuation multiples. Companies that migrate from asset-heavy manufacturing and distribution models to platform, subscription, or franchise structures typically command higher EBITDA multiples, generate more predictable cash flows, and require less maintenance capital expenditure. The incentive to restructure toward capital-light operations is visible across virtually every sector, from retail and hospitality to industrial services and healthcare.

The assets being shed, however, do not disappear from the financial system. They move into specialty finance vehicles — sale-leaseback structures, equipment finance platforms, and receivables facilities — that are purpose-built to hold and fund them. As leading asset managers have built dedicated ABF origination platforms over the past several years, a reinforcing dynamic has developed: as more corporates divest physical and financial assets, more purpose-built vehicles emerge to absorb them, which in turn reduces the friction cost of further divestiture. KKR’s own ABF platform reached $75 billion in assets under management as of Q2 2025, up approximately 20% year over year, supported in part by transactions including the acquisition of a major consumer finance loan portfolio and the establishment of long-term origination partnerships across multiple asset classes.¹

For middle market investment bankers advising on strategic alternatives, this dynamic has opened a meaningful new category of transaction. Sale-leaseback advisory, receivables facility structuring, and royalty monetization mandates now appear alongside traditional M&A and refinancing assignments in the revenue mix of mid-market advisory practices. The $25 million to $250 million enterprise value range is not too small for ABF structures; it is, in many cases, precisely where the opportunity is least efficiently exploited and where structured solutions can generate the most measurable reduction in blended cost of capital.

The Verified Scale of Specific Asset Classes

Within the broader ABF universe, several segments are particularly relevant to middle market participants. Asset-based lending commitments reached $537 billion at year-end 2024, according to SFNet’s 2025 Market Sizing Study, continuing a pattern of steady growth that has persisted every year since 2018 and has consistently outpaced growth in traditional bank commercial and industrial lending.² ABL remains the most familiar form of secured lending to most middle market practitioners, and its durability across credit cycles — anchored in collateral-driven underwriting and frequent monitoring — has made it the entry point through which many specialty lenders have begun expanding into broader ABF strategies.

Supply chain finance has grown at a pace that makes even the ABL growth trajectory look measured. The same SFNet study, drawing on Federal Reserve data and expanded FASB disclosure requirements for supplier finance programs, concluded that U.S. supply chain finance volume reached approximately $2.56 trillion in 2024 — an increase of 161% from the 2022 baseline.³ A 12% adoption rate across outstanding U.S. trade receivables underpins the study’s estimate, with the authors noting that continued geopolitical disruption, tariff volatility, and the structural shift from just-in-time to just-in-case inventory models are likely to push that adoption rate higher. The implication for lenders is significant: working capital finance, long viewed as a bank-dominated and operationally intensive product, is becoming a primary avenue through which non-bank specialty lenders are building recurring, relationship-driven revenue.

Equipment finance and leasing continue to benefit from long-term investment trends, including infrastructure spending, energy transition, and accelerating capital expenditures tied to artificial intelligence infrastructure. The SFNet study catalogues equipment finance and leasing as one of the seven core components of the secured finance ecosystem, with annual transaction volumes and outstanding lease balances that reflect both the maturity and the resilience of the asset class across credit cycles. For specialty lenders with established infrastructure and appraisal expertise, equipment finance offers a collateral pool whose liquidation value is relatively well-understood — a meaningful advantage when underwriting in environments where enterprise value multiples are compressing.

Legal Architecture and Structural Complexity

One of the less-discussed dimensions of the ABF opportunity is the legal work it generates and the documentation expertise it demands. True-sale opinions, bankruptcy-remote special purpose vehicles, and perfection of security interests across multiple jurisdictions are the foundation of any institutional ABF transaction. For legal advisors serving the middle market, the documentation burden materially exceeds what a conventional cash flow credit facility requires, and the intercreditor arrangements that arise in hybrid structures add further complexity.

The hybrid structures gaining traction in the middle market layer traditional ABL revolvers above ABF term facilities, creating capital stacks that blend the collateral discipline of asset-based lending with the flexible deployment characteristics of private credit. A representative structure might feature an ABL revolver secured by working capital assets sitting senior to an ABF term loan secured by equipment, intellectual property, or receivables portfolios, with the ABF tranche priced at a spread that reflects the additional structural work and asset-specific underwriting required to close.

Intercreditor complexity in these arrangements is significant. Legal teams must navigate lien priority, waterfall mechanics, and enforcement standstills across multiple creditor classes, each with different collateral pools and recovery expectations. The documentation conventions that are evolving to govern these structures have drawn in part on lessons from liability management exercises in the broadly syndicated market, and the resulting intercreditor agreements are more predictable than they were five years ago — but the legal costs and execution timelines remain materially longer than a standard unitranche closing.

Private Equity’s Dual Role

Private equity sponsors are engaging with ABF on multiple fronts simultaneously. At the asset level, PE-backed portfolio companies are among the most active participants in corporate asset migration, using sale-leaseback proceeds and receivables facilities to fund acquisitions, reduce leverage, or return capital to investors. At the platform level, several large PE managers have built dedicated ABF origination and management capabilities — Apollo, KKR, Ares, and Blackstone among them — that now represent a material share of their total assets under management.

For middle market sponsors operating at smaller scale, the opportunity is more tactical than structural. Rather than building proprietary ABF platforms, mid-market PE firms are integrating ABF structures as a tool within their portfolio company capital stacks. A sponsor acquiring a healthcare services platform, for example, might finance the core enterprise with a unitranche facility while simultaneously establishing a separate receivables facility to monetize insurance reimbursement claims, reducing the blended cost of capital relative to an all-cash-flow structure. Morgan Stanley Investment Management’s Private Credit 2026 Outlook notes that investor demand for private credit strategies offering diversified, non-corporate risk — including asset-backed and structured capital approaches — is growing across both institutional and wealth management channels, as allocators seek return profiles less correlated to traditional leveraged lending.⁴

Private debt assets under management have grown substantially over the past decade. According to Preqin’s 2025 outlook for private debt, direct lending secured 77.4% of total private debt capital raised in 2024, with the asset class increasingly diversifying into special situations and asset-backed strategies as the core middle market has become more competitive.⁵ Leading practitioners surveyed by Preqin specifically identified asset-backed finance and structured specialty lending as areas of growing LP interest, a shift that reinforces the directional argument for ABF’s continued expansion beyond the largest platforms.

Risks, Constraints and Practical Limits

The ABF opportunity is accompanied by meaningful risks that practitioners underestimate at their peril. Valuation of non-traditional collateral remains more judgment-dependent than formula-driven in many asset classes, and the historical loss data underpinning advance rate decisions is often limited to one or two economic cycles. The underwriting skill set required for ABF — granular analysis of liquidation values, servicer quality, obligor diversification, and legal isolation mechanics — is fundamentally different from the enterprise value and coverage ratio analysis that dominates cash flow lending. Senior practitioners across the specialty finance community have consistently observed that these capabilities take years to build and cannot be replicated simply by hiring into a new product line.

Operational complexity is a second constraint that new entrants routinely underestimate. ABF transactions require ongoing portfolio monitoring, servicer oversight, and periodic collateral audits that exceed the monitoring burden of a conventional direct lending position by a significant margin. For established specialty lenders with purpose-built infrastructure, this operational moat is a source of durable competitive advantage. For new entrants, the ramp-up costs can meaningfully compress the yield advantage that made the opportunity attractive in the first instance.

Regulatory considerations add a further layer. While asset-based finance has historically operated with less regulatory scrutiny than bank-originated lending, the rapid growth of the sector has drawn attention from the SEC, OCC, and state regulators. Licensing requirements for certain asset classes — consumer receivables and insurance-linked products in particular — add compliance costs that vary by jurisdiction and by asset class, and that can alter the risk-adjusted return calculus for smaller platforms that lack compliance infrastructure.

Conclusion

The migration toward capital-light corporate models is a structural transformation, not a cyclical one, and it is permanently expanding the universe of financeable assets available to middle market lenders and advisors. The scale of the opportunity is now documented and independently verifiable: more than $6.1 trillion in private ABF markets today, $12.1 trillion across the broader secured finance ecosystem, $537 billion in ABL commitments, and $2.56 trillion in U.S. supply chain finance volume — all confirmed against primary sources published within the past eighteen months. For investment bankers, the shift creates advisory mandates that complement and increasingly compete with traditional M&A work. For legal counsel, it demands new documentation expertise in true-sale structures, bankruptcy-remote vehicles, and multi-creditor intercreditor arrangements. For turnaround advisors, it introduces novel collateral recovery challenges tied to assets whose liquidation value depends on operational continuity and servicer quality rather than enterprise value alone. And for lenders willing to invest in the operational infrastructure and underwriting discipline the asset class demands, it offers a durable source of risk-adjusted returns that is structurally differentiated from the traditional leveraged lending cycle.

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Footnotes

1. KKR, “Asset-Based Finance: Private Credit Hidden in Plain Sight,” July 2025 (Private global ABF market exceeds $6.1 trillion currently, up from $3.1 trillion pre-GFC; projected to reach $9.2 trillion by 2029; KKR ABF AUM $75B, up ~20% YoY as of Q2 2025.)
2. SFNet Data Committee, “Secured Finance at Scale: Why the SFNet 2025 Market Sizing Study Matters More Than Ever,” *The Secured Lender*, February 9, 2026 (U.S. secured finance year-end levels ~$12.1 trillion Q4 2024; annual volume $6.5 trillion, up 34.5% since 2022; ABL commitments $537 billion at year-end 2024; ABL commitments have grown every year since 2018.)
3. Bryan Ballowe and Rudolf Leuschner, “The Growing Impact of Supply Chain Finance: Insights from SFNet’s 2025 Market Sizing Study,” *The Secured Lender*, Secured Finance Network (U.S. SCF volume approximately $2.56 trillion in 2024, based on 12% adoption rate applied to Federal Reserve trade receivables data; volume up 161% from 2022 baseline per SFNet 2025 Market Sizing Study.)
4. Morgan Stanley Investment Management, “Private Credit 2026 Outlook,” December 16, 2025 (Institutional demand robust; private credit CLOs captured 20% of new issuance; LP interest in non-corporate credit strategies and diversifying alternatives to direct lending is growing.)
5. Preqin, “Private Debt in 2025: The Outlook for Fundraising, Deals, and Performance,” January 6, 2025 (Direct lending secured 77.4% ($152.7bn) of total private debt capital raised in 2024; practitioners specifically cite asset-backed finance and specialty lending as growing areas of LP focus and diversification.)