RiskReversal Media
The Software Stocks That Actually Get Better as AI Gets Better
Most Important Insight
The survival of software companies in the AI era depends on whether their product value scales positively with underlying model improvements rather than being commoditized or cannibalized by them.
Most Original Insight
Net-new enterprise IT spending is structurally shifting away from public SaaS seat-based models toward private AI companies utilizing consumption-based pricing, creating a valuation ceiling for traditional software incumbents.
Key Points
- The rapid performance gains of models like Anthropic's Claude are forcing software vendors to prove their applications provide incremental value beyond the base model's capabilities.
- Public SaaS valuations are facing significant compression as investors recognize that AI integration often leads to the cannibalization of existing high-margin revenue streams.
- Enterprise AI demand is accelerating, but the capital is increasingly flowing to private AI firms rather than being reflected in the stock prices of public software incumbents.
- Microsoft's Copilot is currently experiencing an identity crisis as it struggles to define a distinct value proposition that justifies its cost to enterprise users.
- xAI is attempting to disrupt OpenAI's dominance by deploying engineers directly to client sites to provide high-touch, bespoke implementation services.
- OpenAI is aggressively doubling its workforce to transition from a research-heavy organization to a dominant enterprise business force.
- Alternative asset managers including Apollo, KKR, and Blackstone are facing headwinds from increased volatility and redemption pressures within their private credit portfolios.
- The 'Innovator's Dilemma' is now a primary risk for legacy software firms that must choose between protecting seat-based margins and adopting AI-driven consumption models.
Investment Implications
| Asset / Sector / Instrument | Action | Source | Notes |
|---|---|---|---|
| Private AI Companies (e.g., Anthropic, OpenAI, xAI) | BUY | implicit | These entities are capturing the majority of net-new IT budgets and benefit from the shift to consumption pricing. |
| Cloud Infrastructure Providers | BUY | implicit | Accelerating enterprise AI demand serves as a fundamental tailwind for the underlying cloud compute layer. |
| Microsoft (MSFT) | HOLD | implicit | Copilot faces an identity crisis and potential pricing cannibalization of its core productivity suite. |
| Public SaaS Sector | SELL | implicit | Valuations are under pressure as AI demand shifts spending toward private firms and consumption-based models. |
| Apollo (APO) | SELL | implicit | Exposure to private credit volatility and rising redemption dynamics poses a risk to the stock. |
| Blackstone (BX) | SELL | implicit | Cited as an alternative manager facing pressure from shifting private credit market dynamics. |
| KKR | SELL | implicit | Identified as vulnerable to the current volatility and redemption trends in the private credit space. |
Hang on a sec…
- The claim that private credit risks for firms like Apollo and Blackstone will be 'relatively contained' is speculative and lacks a quantitative analysis of how sustained redemptions would impact their liquidity profiles.
- The assertion that xAI's strategy of sending engineers to client sites is a scalable competitive advantage ignores the massive distribution and API ecosystem advantages held by OpenAI and Google.
- The video champions consumption-based pricing as the superior model for AI software but fails to address the significant budget unpredictability and 'bill shock' this creates for enterprise CFOs, which often leads to spending caps.