Salesforce: Will AI Substitution Theory Wipe Out the SaaS Leader?

02/27 2026 456

Recently, amid the narrative of 'AI Killing SaaS,' CRM—one of the hardest-hit sectors—released its Q4 FY2026 financial results (as of January 31) after U.S. market close on February 25 (ET). Overall, performance was mediocre.

Revenue growth did accelerate slightly as expected, but this was primarily due to acquisition consolidation. The original business growth remained weak. Gross margin continued to decline under pressure, while expenses increased significantly across the board, causing GAAP operating profit to fall short of expectations. Another core metric—cRPO (current remaining performance obligations) growth—also undershot buyer expectations, leading to negative market feedback.

Detailed analysis:

1. Growth appears to accelerate but is actually slowing: This quarter, core subscription revenue grew 13% YoY (11% excluding FX benefits), accelerating by 2 ppts QoQ. However, 4 ppts of this growth came from the consolidation of Informatica. Excluding this impact, the original business growth actually slowed.

By business line, except for the Platform Cloud (which absorbed Informatica and saw significant acceleration), growth in other segments (at constant currency) generally declined or remained flat QoQ. Despite previous company guidance suggesting revenue growth would bottom out, this quarter showed little improvement.

2. AI revenue accelerated slightly but remains nascent: This quarter, Data & Agentforce annualized revenue reached $2.9 billion, with about $1.1 billion from consolidation. Excluding this, AI-related revenue grew 29% QoQ—the fastest growth since disclosure.

Agentforce annualized revenue hit $800 million, up nearly 170% YoY. The company’s AI business did accelerate slightly. However, in absolute terms, AI-related revenue accounted for less than 7% of total revenue (and under 2% for Agentforce alone). Customer adoption remains in early/trial stages, so 'acceleration' is relative to a small base.

3. Leading indicators also underperformed: Core metric cRPO (current RPO) nominal growth surged to 16% YoY, appearing strong at first glance. But excluding FX benefits, actual growth was 13% YoY, with 4 ppts from consolidation. Excluding this, original business cRPO growth actually slowed QoQ.

Dolphin Research notes that pre-results, optimistic buyers expected 14–15% growth. Actual performance disappointed bullish investors and showed no signs of acceleration.

4. Gross margin declined further amid AI investments: Gross margin pressure continued this quarter, falling slightly YoY/QoQ to 77.6% (below Bloomberg’s 78.4% estimate).

Core subscription gross margin was 82.4%, down ~0.5 ppts QoQ and nearly 1 ppt YoY. Dolphin Research attributes this to lower-margin AI businesses like Agentforce, which require heavy backend computing.

5. Expense growth accelerated sharply: While revenue growth remained flat, total operating expenses surged nearly 15% YoY (vs. single-digit growth in prior years), exceeding both market expectations and revenue growth.

R&D, marketing, and G&A expenses all grew ~15% YoY, indicating all-around spending increases. After strict cost controls last quarter, the sharp pivot suggests management’s strong intent to reignite growth.

6. Margin pressure and expense surge weigh on profits: Flat growth, margin contraction, and rising expenses resulted in a GAAP operating margin of 16.7%, down 1.5 ppts YoY—the first YoY decline since FY2023 (i.e., the 2022 trough post-pandemic).

Operating profit reached $1.87 billion, up less than 3% YoY and nearly 8% below Bloomberg’s estimate. Free cash flow (excluding non-cash items like stock-based compensation and operating asset changes), which the company prioritizes, was $5.32 billion—better than expected and prior guidance. The divergence stems from higher deferred revenue recognized on the balance sheet.

7. Shareholder returns remain generous: As promised at the Dreamforce conference, after limited growth, shareholder returns became a key tool to maintain investor appeal. In FY2026, the company spent $14.3 billion on shareholder returns, mostly via buybacks. At current market cap, this equates to an 8% return rate—substantial.

The company also announced a new $50 billion buyback authorization (replacing the previous one), demonstrating strong shareholder commitment.

Dolphin Research’s View:

1. As analyzed, Salesforce’s Q4 performance was underwhelming. Excluding consolidation and FX benefits, original business growth did not accelerate but continued to slow. Management’s pre-year-end guidance of a revenue rebound was not reflected this quarter. (Including FX and consolidation benefits, total revenue growth did recover above 10%, but this lacks meaningful impact.)

Despite over a year of promotion and iteration, AI-related revenue (e.g., Agentforce)—while accelerating—remains a small base and fails to meaningfully drive overall revenue growth.

Meanwhile, higher costs for AI businesses and sharply increased investments (to reignite growth or defend against AI substitution threats) weighed on profits.

The overall impression is mediocre growth and weak profitability.

For next quarter’s guidance:

- Revenue is expected to grow 10–11% YoY at constant currency—similar to this quarter, with a slight uptick. Consolidation will still contribute 4 ppts, roughly in line with Bloomberg’s expectations (i.e., slightly better but no significant acceleration in original business).

- cRPO is guided to grow 13% YoY (constant currency), identical to this quarter. While consolidation’s contribution is undisclosed, there is no acceleration.

- EPS guidance is ~5% below Bloomberg’s estimate (though slightly higher on a Non-GAAP basis). Dolphin Research generally disagrees with excluding stock-based compensation from expenses, so GAAP-based performance remains unimpressive.

Overall, next quarter’s growth will remain steady without clear acceleration, while profits stay under pressure.

2. However, with Openclaw showcasing faster-than-expected AI Agent evolution and rapid iteration of top models like Claude/Gemini, the narrative of 'How AI Will Transform/Revolutionize Software and All Industries' now outweighs earnings performance in impacting stock prices.

Honestly, Dolphin Research believes: a) Existing software giants possess sufficient industry 'know-how' and exclusive data to maintain leadership in the AI era, making AI an enabler rather than a competitor; b) AI could drastically reduce costs for enterprises to develop in-house tools and achieve office automation, rendering 'expensive' SaaS services uncompetitive. Alternatively, as Agents replace employees, the number of billable SaaS seats could collapse. These scenarios could severely damage SaaS profitability.

Which outcome is more likely remains unanswered. What’s certain is high uncertainty—and uncertainty means risk, likely to amplify as AI evolves.

Thus, similar to our view on Uber, while Salesforce’s current performance remains stable with no clear AI disruption yet, the risk of total disruption ('going to zero') warrants a cautious stance in the medium-short term. As the saying goes, 'a wise man does not stand under a precarious wall.'

3. Unlike other SaaS stocks, which could see sharp valuation corrections even if AI doesn’t disrupt them, mature Salesforce has modest valuations with limited downside from pure multiple compression, especially with strong buyback support.

Existing investors need not fear a steep decline, but upside catalysts also remain unclear.

For detailed valuation analysis, see the same name article in the 'Dynamic - Deep Dive (Research)' section of the Changqiao App.

Below are key financial charts and business overviews.

I. Salesforce Business & Revenue Overview

Salesforce pioneered SaaS (Software-as-a-Service) in the global CRM (Client Relationship Management) industry. Its model features cloud-based services (vs. on-premise deployment) and subscription-based pricing (vs. upfront purchases).

Salesforce’s revenue consists of: ① Over 95% from various SaaS subscription services; ② ~5% from expert services (e.g., consulting, training).

Subscription revenue is further divided into five major SaaS segments with roughly equal revenue contributions:

① Sales Cloud: The core CRM business and company’s oldest offering, providing sales process management tools (e.g., customer outreach, quoting, order management).

② Service Cloud: Another core business, offering customer service tools (e.g., customer information management, online support).

③ Marketing & Commerce Cloud: Marketing Cloud systematizes campaigns via search, social, email, etc.; Commerce Cloud provides e-commerce solutions (e.g., virtual storefronts, order management, payments).

④ Integration & Analytics: Internal database services and business analytics tools, primarily from MuleSoft and Tableau.

⑤ Platform & Others: Infrastructure and services underlying other SaaS offerings (similar to PaaS, or Platform-as-a-Service), including Slack, a team collaboration tool akin to Microsoft Teams.

II. Revenue Growth Appears Accelerated but Remains Mediocre

III. Leading Indicators Appear Strong but Underperform Expectations

IV. Gross Margin Declines Under Pressure

5. Significant Increase in Cost Investment

6. Nearly No Growth in Profit

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