
SocGen reports software EPS revisions at an 8-year high. AI-upgraded names CRM, DDOG, and ZS lead. Cybersecurity may drive the next leg higher.
Software sector earnings momentum just hit a level not seen in eight years. Societe Generale reported that EPS revisions for software stocks tracked by the IGV ETF have reached an 8-year high, a sharp turn from the volatile conditions that dominated the group earlier this year. The observation lands at a time when traders are hunting for signals of durable recovery in a sector that has swung between AI hype and liquidity scares.
The simple read: analysts are raising numbers, so software fundamentals are improving. The better market read: an EPS revision cycle at a multi-year high often reflects a shift in positioning, not just a better revenue outlook. When estimate momentum accelerates this aggressively, it can force sidelined allocators to rotate into the names still being upgraded. The risk is that the revision peak marks the top of the squeeze, not the start of a new trend.
Societe Generale's note specifically called out AI-upgraded names including CRM (Salesforce), DDOG (Datadog), and ZS (Zscaler) as beneficiaries of the revision wave. The bank also pointed to cybersecurity as a potential sector leader within software, a view that aligns with the structural demand for data-center security hiring – a trend covered in AlphaScala's earlier analysis of the infrastructure buildout (Data Center Security Hiring Becomes a Structural Trend).
For traders, the distinction matters. Not all software segments recover at the same pace. Enterprise sales cycles remain cautious. AI-related workloads are pulling spending into observability (DDOG), customer platforms (CRM), and security gateways (ZS). The revision cycle is concentrated in these sub-sectors, which means broad software ETFs like IGV may lag the individual names that are actually driving the revision data.
AlphaScala's proprietary scoring framework gives CRM an Alpha Score of 64 out of 100 (label: Moderate) and DDOG a score of 72 (label: Moderate). Both sit in the Technology sector. The Moderate label does not signal a high-conviction entry. It suggests the reward-risk balance is neutral relative to the sector median after incorporating recent price action and earnings estimate trends. For DDOG, the score is higher, consistent with its exposure to cloud observability – a category that benefits directly when enterprise AI adoption accelerates.
Traders can view the full profiles here: CRM stock page and DDOG stock page.
The 8-year high in EPS revisions is a data point, not a confirmation. The real test will come when the companies themselves report forward guidance. If the revision cycle broadens beyond AI-centric names into legacy enterprise software, the bullish case gains credibility. If revisions plateau in the next 90 days, the move will look like another positioning-driven spike. Watch the next wave of software earnings calls for explicit commentary on AI deal conversion and budget cycles. That is where the macro read-through meets the actual capital allocation. For a broader view of sector rotation, see the stock market analysis page.
Prepared with AlphaScala research tooling and grounded in primary market data: live prices, fundamentals, SEC filings, hedge-fund holdings, and insider activity. Each story is checked against AlphaScala publishing rules before release. Educational coverage, not personalized advice.