Palantir Technologies: A Case Study in AI-Driven Growth

Artificial intelligence (AI) is reshaping how businesses operate across various sectors. With improvements in analytics, automation of routine tasks, and advancements like self-driving vehicles, AI’s influence is becoming pervasive in the economy.

Palantir Technologies (NASDAQ: PLTR) stands out as a company that has significantly benefited from AI. The growing demand for AI-driven software has been a key factor for Palantir. More importantly, AI has transformed the company’s overall operations.

For years, skeptics on Wall Street regarded Palantir as primarily a consulting firm focused on the Department of Defense (DOD). Although government contracts remain a core part of its business, increasing interest in AI has opened new avenues, particularly in the private sector.

Since its initial public offering (IPO) in 2020, Palantir’s stock has surged approximately 1,090%, with most gains occurring after April 2023, when the company launched its latest software suite, the Artificial Intelligence Platform (AIP).

Even with a robust increase in share price, Dan Ives, a technology analyst at Wedbush Securities, estimates that Palantir’s stock could climb an additional 285% in the next two to three years, potentially placing the company in the valued trillion-dollar category.

To better understand Palantir’s operating results and valuation trends, let’s delve deeper into its business performance.

Palantir’s Growth in AI and Commercial Business

Historically, Palantir has relied on military and government contracts for growth. Although this sector can be lucrative, it introduces unpredictability to revenue streams, which Wall Street often finds unappealing. To build investor confidence, Palantir needed commercial adoption of its software platforms, a need that AI has addressed effectively.

The table below outlines the company’s customer distribution and growth in commercial accounts over recent years.

Data Source: Investor Relations. *Customer type breakdown for the trailing-12-month period.

In just four years, Palantir’s commercial customer base has expanded from under two-thirds to over 80%. Although growth rates in commercial accounts may appear to be slowing, it’s important not to misinterpret the data.

Palantir had 237 customers in 2021. By the end of Q1 2025, that number grew to 769. The launch of AIP has accelerated expansion into the private sector, marking a trend of significant deals, increased revenue, and wider profit margins.

Image source: Getty Images.

Anticipating Future Challenges for Palantir’s Stock

Palantir’s impressive gains in the software sector, combined with a generally optimistic outlook regarding AI, explain the stock’s recent ascent. However, seasoned investors recognize that stock prices cannot rise indefinitely.

Following the release of Palantir’s Q1 earnings report on May 5, the stock experienced a decline. This drop did not result from poor performance; in fact, Palantir’s results exceeded expectations. Still, the average analyst price target is approximately $94, indicating a potential downside of about 21% as of May 8. This suggests that investors may be reconsidering Palantir’s valuation in light of its actual growth.

Upon AIP’s release, Palantir’s price-to-sales (P/S) ratio was around 8. It has since surged over elevenfold in just two years, making Palantir one of the priciest stocks in the software industry today. Historical trends indicate a correction may be forthcoming.

Data by YCharts.

In the late 1990s, during the dot-com boom, companies like Microsoft, Amazon, and Cisco reached P/S multiples between 30 and 40 before the bubble burst, leading to significant declines in share prices for many high-growth firms. Palantir’s current P/S is two to three times higher than those leading tech companies during that era.