Fears that artificial intelligence could ignite a software apocalypse have rattled equity markets and sparked record outflows from private-debt funds, reviving anxieties about software sector stability. Credit markets now price risk through a sharper lens as investors reassess which business models can withstand tools that threaten core product demand and pricing power.

Loan valuations have retreated since late January, yet dispersion tells a richer story than averages suggest. Reviewing more than 100 software-company loans, pricing moves diverged sharply, with parts of the sector absorbing heavier markdowns while others held firm. Secondary-market trading reflects a tiered view of durability rather than indiscriminate panic.

Investors now separate operators with defensible workflows from those exposed to rapid substitution, widening spreads between haves and have-nots. Borrowing costs increasingly reflect specific competitive vulnerabilities rather than sector-wide stigma. Credit stress has crystallized a hierarchy of software resilience without restoring complacency to risk pricing.