The Software Maturity Wall
Private credit lent half a trillion dollars against SaaS companies on the premise that recurring revenue is bond-like. AI just proved it isn't — and the refinancing window opens this year.
Recurring Revenue Was Sold as a Bond Substitute
The pitch was elegant. Software companies bill annually. They bill the same customers year after year. Net Revenue Retention above 115% — common in vertical SaaS through 2022 — meant the existing customer base alone grew the borrower's revenue by 15% a year, before adding a single new logo. From a credit underwriter's seat, that looked less like equity risk and more like an inflation-protected bond with a software wrapper.
So private credit funds wrote loans against it. A lot of loans.
One-third of every private credit fund in the United States now carries SaaS exposure. Business Development Companies (BDCs) — the publicly-listed wrappers that recycle private credit to retail and registered-investor money — extended more than 15% of their 2025 loan originations into the sector. And those numbers understate the concentration risk, because they treat all "SaaS" as one bucket. A vertical workflow tool for orthopedic surgeons sits in the same line item as a horizontal CRM that an AI agent can replicate over a long weekend.
Underwriting Tell
Direct-lending spreads compressed 161 basis points between 2022 and 2024. That's not a credit-quality improvement story. That's an inflows-chasing-deals story. When too much capital competes for the same loan book, the way it shows up is in covenants, not headlines — and the covenants on 2023-vintage SaaS loans are markedly weaker than the 2018 vintage that everyone holds up as the benchmark.
Why 60× Earnings Was a Defensible Bid
Through 2021-2022, a sponsor-backed SaaS LBO had a particular shape. The buyer paid 12-18× revenue (or 50-70× earnings on the rare profitable target). The capital structure leaned heavily on private credit unitranche — typically 5-7× EBITDA in senior debt at SOFR+550 to SOFR+700. The model that justified the price required, on a five-year hold:
- 25-30% annual revenue growth (sustained, not declining)
- Gross margin expansion of 200-400 bps via AI-assisted cost reductions and offshored CX
- NRR maintained or expanded above 115%
- An exit multiple at or near the entry multiple — i.e., the asset class doesn't re-rate
None of those four assumptions hold individually if any one of them breaks. The model is multiplicatively levered to growth.
The lender's collateral — software-equity claims junior to the senior loan — was modeled at the entry multiple. The mark-to-market of that collateral has compressed by roughly 60-70%. The loan still pays interest, but the loan-to-collateral-value ratio has migrated from "comfortable cushion" to "underwater on a refinancing day," depending on the borrower.
The Customer Base Was Always Sitting Inside Another PE Portfolio
The single most important detail in private credit's SaaS story is one almost nobody writes down: the customers buying horizontal SaaS were themselves PE-backed companies. The same buyout funds that financed Vista Equity's and Thoma Bravo's roll-ups of CRM, marketing automation, sales-engagement, and document-workflow tools also owned the manufacturers, distributors, and services businesses that were the addressable market for those tools.
That was the cross-portfolio synergy story. It's now the cross-portfolio cannibalization story.
The Replacement Paradox
The horizontal SaaS companies most at risk from AI displacement are precisely the ones whose customers sit inside the diversified PE portfolios that now have an internal mandate — and a vehicle — to replace them. KKR's industrial portfolio doesn't need ZoomInfo if KKR's own data-infrastructure portfolio company can serve internal portcos for marginal cost. The same fund that owns the lender ends up structurally short the borrower's revenue.
This is not theoretical. AI-referenced deals were 72% of all SaaS M&A in 2025, up roughly twelve-fold from 2018. AI-native challengers — many funded by the same sponsors who own the legacy SaaS targets — are explicitly pitching themselves as replacements for specific incumbents. And two-thirds of private-equity buyers, when diligencing claimed AI capability on the BUY side, say the AI claims are not passing diligence. The signal that's actually trustworthy is on the SELL side: the public software comp set down 30% in four months.
What the NRR Collapse Looks Like at the Borrower Level
A horizontal SaaS company with $200M ARR underwritten at 120% NRR was modeled to be a $250M ARR company in twelve months, before any new sales. At 95% NRR — a number that's becoming common in marketing automation, sales-engagement tooling, and entry-tier customer-support platforms — the same company is a $190M ARR company in twelve months. Combined with a sponsor cost structure built for the higher growth profile, a 25-percentage-point swing in NRR can move EBITDA by 40-60% in a single fiscal year.
That swing doesn't show up as a default. It shows up as a covenant breach.
When the Loan Has to Roll Into a Worse Market
This is where the slow-burning credit deterioration converts to a forced repricing event.
$12.7 billion of unsecured BDC debt comes due in 2026 — a 73% increase over 2025. That debt was originally raised at investment-grade-adjacent pricing on the assumption that the underlying loan book was high-quality and diversified. The same BDCs are now refinancing into a market where:
- Banks have reclaimed share of the corporate-lending market on cheaper funding and easier regulatory treatment
- The underlying SaaS loan collateral marks at one-third its origination valuation
- "Shadow" defaults — non-disclosed distress — are estimated at ~6% against a headline 2% rate
- Morgan Stanley's credit strategy team projects direct lending defaults could hit 8%, approaching the COVID-era peak
Shadow vs. Headline
The disclosed default rate on private credit (~2%) is the rate of loans where the borrower has stopped paying cash interest entirely. The shadow rate (~6%) includes loans where the lender has agreed to defer interest in exchange for additional Payment-In-Kind notes (a "bad PIK") — a covenant amendment that buys the borrower time without forcing a write-down. Bad-PIK conversions ARE early-stage default events. They just don't print on the same line.
Who Pays First, Who Pays Last
The largest private-credit sponsors are not waiting for the maturity wall. They've already begun reshuffling the loss-bearing tranches.
The Order of Pain
In a private-credit unwind, the loss waterfall is well-defined on paper and entirely renegotiated in practice. On paper:
- Sponsor equity — first to absorb loss
- Junior tranches / second-lien / mezzanine
- Senior unitranche (the bulk of private credit)
- BDC unsecured noteholders
- BDC common equity holders (retail, RIA channel)
In practice, the GP often has reputational and franchise reasons to absorb pain that contractually sits with someone else — see KKR/BlackRock/Apollo's current "fix struggling funds" activity. That decision has a limit. When the GP can no longer absorb without impairing its own balance sheet or fundraising prospects, the contractually-junior tranche takes the next hit.
The BDC retail investor — the registered RIA client allocated to a "private credit" sleeve in their model portfolio — is structurally last in line and structurally has the least visibility into where the underlying SaaS exposure sits. They are the bag-holder. They don't know it yet.
You Cannot Tell a Defensive Vertical SaaS from a Replaceable Horizontal One Until It's Too Late
The most damning structural feature of the current private credit ecosystem: the disclosure framework treats all SaaS loans as one asset class. An LP looking at a quarterly NAV statement can see "Software/SaaS: 19% of portfolio." They cannot easily see whether that 19% is:
- Defensive vertical: a workflow tool for radiology practices where the switching cost is regulatory and the replacement timeline is years (low AI-displacement risk)
- Horizontal commodity: a CRM, marketing-automation, or sales-engagement tool where the switching cost is one quarter and an AI agent can replicate the workflow (high displacement risk)
Both will have appeared to perform identically in 2023. By the time their performance diverges in 2027 quarterlies, the refinancing window has closed.
The Position-You-Cannot-Hold
The information asymmetry is not between LPs and managers. It's between the managers' loan portfolios and their own internal AI-product portfolios. The same firm whose direct-lending team is rolling a horizontal-SaaS loan is funding the AI-native replacement. The managers know exactly which of their loans are exposed. The LPs do not.
What to Watch in the Next Four Quarters
The Recurring Stopped Recurring
The 2010s private-credit boom was sold as the post-bank financial-system winner. It was, instead, a fifteen-year arbitrage on three things that all stopped simultaneously: cheap base rates, recurring-revenue software businesses that compounded faster than the loans amortized, and a regulatory regime that pushed corporate lending out of bank balance sheets and into vehicles where the loss-bearing risk could be sold to retail in pension-plan-friendly wrappers.
Rates rose. AI hit the underlying SaaS thesis at the exact moment 23 of 32 rated BDCs entered their refinancing window. The regulatory regime, in the form of bank capital reform, is moving back the other way.
What's left is a $1.8 trillion asset class trying to roll into a market that doesn't believe its 2022 valuations and a customer base that's being eaten by AI agents funded — in many cases — by the same sponsors who bought the SaaS targets. The asset class hasn't matured. It's discovering that recurring revenue can stop recurring.
The bag-holder, as always, is the last party to read the disclosure.
- SaaS and AI Concentration in Private Credit: Underwriting Deterioration and the Coming Maturity Test — CAIA, May 2026. Source of the $500B SaaS-exposure, 19% direct-loan share, 161bps spread compression, 6.4% bad-PIK, and $12.7B 2026 maturity-wall figures.
- Goldman Floats Risk Transfer Deal Tied to Private Market Loans — Bloomberg, May 15, 2026. The risk-transfer signal in the closing timeline.
- KKR, BlackRock, Apollo Scramble to Fix Struggling Private Credit Funds — WealthManagement, 2026.
- U.S. Private Equity Market Recap — May 2026 — Ropes & Gray. The "SaaS volatility, stress in private credit" Q1 framing.
- Bosa & Wu: Private Equity Is About to Eat Its Own Software Portfolio — CNBC, March 12, 2026. Anchor for the Replacement Paradox.
- How AI Is Reshaping Software Valuations in M&A — PwC, 2026. Source of the 72% AI-referenced SaaS deals and the "two-thirds of buyers see only limited AI adoption" diligence finding.
- Will AI Disruption Alter the Outlook for Private Equity? — J.P. Morgan Asset Management, 2026.
- How Agentic AI Is Reshaping SaaS Valuations — Oliver Wyman, April 2026.
- Why Net Revenue Retention Is the Defining SaaS Metric of 2026 — SaaS Mag.
About Capital-Writ
Capital-Writ is Equicurious's market-structure desk. We cover the plumbing of capital markets — primary issuance, private credit, derivatives, prime brokerage, and the intermediaries who profit from the gap between what something is worth and what it trades for. Our standing assumption is that financial innovation is mostly relabeled risk transfer.
Equicurious provides educational content only, not investment advice. The analysis above synthesizes publicly available data and the author's interpretation; specific borrowers, BDC names, and default scenarios should be independently verified before being used as the basis for any allocation decision. Past performance does not guarantee future results.