On July 1, 2026, Palantir CEO Alex Karp told CNBC's Squawk Box that token-based AI pricing is "effing insane," a direct shot at the business model used by OpenAI and Anthropic. He warned that enterprises are handing over sensitive data while getting little in return, a shift that matters for any sales organization investing in AI tools.
The problem with token-based pricing
Karp said the exchange is lopsided. Enterprises upload proprietary information to third-party AI platforms, paying per computation unit, but often struggle to see meaningful value. "I'm going to chillax and waste my time with tokens, I'm gonna get no value, and they're gonna get my IP," Karp said, describing what he sees as the enterprise mindset around these services.
He called particular aspects of the AI industry "effing insane," zeroing in on what he describes as a dangerous dependence on Silicon Valley firms for military and national security applications.
Palantir's alternative: data ownership with Nvidia
The criticism came alongside a new partnership between Palantir and Nvidia, aimed at giving U.S. government agencies secure AI capabilities where clients retain full ownership and control of both their data and AI models. Palantir reported 85% revenue growth in recent quarters and operating margins of 46%, numbers that suggest its ontology-driven approach - mapping real-world entities and relationships rather than just processing text - is gaining traction with enterprise and government clients.
Why this matters for sales professionals
For sales leaders, the underlying dispute is about data sovereignty and who profits from the intellectual property flowing into AI systems. When a sales team uses a token-based AI vendor for prospecting or coaching, the provider may be ingesting deal notes, call transcripts, and customer data. Karp's warning is that enterprises are trading away their competitive data for modest short-term efficiency gains.
Sales managers can reduce this risk by evaluating AI tools based on data ownership terms and pricing structures, not just feature lists. Complete AI Training offers an AI Learning Path for Sales Managers designed to help leaders build strategies around AI adoption and vendor selection. Individual contributors looking to sharpen their own evaluation skills can explore AI for Sales Courses that cover how different AI business models affect daily sales work.
Palantir may not be the direct choice for every sales team, but the conversation Karp started forces a question every commercial leader should ask: when you pay for AI, who really owns the value?
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