# Salesforce blames Claude investments for margin pressure CRM giant focuses on optimizing AI spending across different models - **Source:** [www.theregister.com - Articles](https://brifing.si/source/2c34ea50-d341-4a10-925d-12c012a9ad10) - **Published:** 2026-09-03 - **Topic:** [Business](https://brifing.si/c/business) - **Original article:** - **On Brifing:** https://brifing.si/s/cea6b8c2-e266-490b-bed8-0c8fc4a269e6 ## AI spending impacts profit margins Salesforce couldn't raise its margin guidance due to heavy spending on Claude AI tokens. Deputy CFO Mike Spencer explained this at the Deutsche Bank Technology Conference. The company reported a 20.5% operating margin for Q2 but lowered full-year guidance to 20.1%. The margin pressure primarily comes from significant investments in Claude tokens as Salesforce builds its AI capabilities. ## Claude integration in R&D Salesforce began using Claude in its R&D processes six months ago to accelerate product development. Executives stated they were willing to 'pull back if needed' but are now focusing on optimizing these investments. The company is reevaluating which AI models to use for specific tasks, moving toward more strategic deployment of different models based on task requirements. ## Optimizing model selection Salesforce realized newer models aren't always necessary. CFO Spencer noted, 'Second or third-generation models suffice for most tasks.' The company compares various providers including OpenAI, Cursor, and Claude, each with different cost structures. They've also started experimenting with X's Grok model, aiming to find the most cost-effective solutions for different use cases. ## $300M Anthropic partnership In May 2024, CEO Marc Benioff revealed plans to spend $300 million with Anthropic, Claude's creator, by 2026. This ambitious investment demonstrates Salesforce's AI commitment, though the company now takes a more measured approach. Salesforce's internal AI spending patterns mirror what they observe among their enterprise customers, creating valuable insights for both parties. ## Industry-wide cost optimization Salesforce isn't alone in optimizing AI spending. Cockroach Labs CEO mentioned shifting toward open-source AI models. Gartner research suggests AI coding costs may soon surpass developer salaries in some regions. These trends are pushing companies to find balanced approaches between innovation and cost management in their AI strategies. ## Balancing cost and benefit Salesforce acknowledges AI investments accelerate product development but requires cost control. The company measures different models' performance across tasks, implementing a 'prescription model choice' strategy to prevent unnecessary spending. This approach serves as a case study for customers navigating similar AI adoption challenges in their organizations. ## The future of AI economics Salesforce's experience highlights how AI investments impact corporate costs. Similar challenges face other industry players. Experts predict AI costs will decrease long-term but currently require balanced approaches. Salesforce's journey provides valuable insights into this transitional period where companies must innovate while maintaining financial discipline. ## Strategic AI management Salesforce's experience demonstrates how large tech companies manage AI investments. While pursuing innovation, they must control costs. Salesforce's 'model selection' approach offers a blueprint for balancing these priorities. This strategy could guide other enterprises facing similar challenges in their AI adoption journeys across different industries. ## Sources covering this story - https://www.theregister.com/ai-and-ml/2026/09/03/salesforce-blames-its-claude-addiction-for-denting-profit-margin-guidance/5294219 — --- _Summary written by Brifing from the original reporting. Copyright in the original article belongs to its publisher; read the full piece at the link above._