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Palantir’s Perfection Problem and the $8 Billion Race for AI Software

Stephanie Dugan by Stephanie Dugan
May 5, 2026
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Palantir's Perfection Problem and the $8 Billion Race for AI Software
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Dear readers,

On Friday we wrote that the AI trade was migrating from the application layer to the physical layer — that the companies capturing the next wave of investment were the ones solving for watts per rack and coolant flow per chip. Three days later, the market is sending a different signal. The physical buildout continues, but the money is now chasing the software that will run on top of it. And the software companies are discovering that delivering exceptional numbers may no longer be enough.

Global equities rallied on Tuesday as a modest de-escalation in the U.S.-Iran standoff eased oil prices and gave risk assets room to breathe. The DAX climbed 1.63 percent to close at 24,381. The MDAX added 2.27 percent to reach 31,136. But the more consequential action was happening in enterprise software earnings and funding rounds, where the question is no longer whether AI can generate revenue. The question is what multiple that revenue deserves.

Palantir Beats Everything Except Its Own Valuation

Palantir Technologies reported first-quarter results on Tuesday that were, by any conventional metric, extraordinary. Revenue surged 85 percent to $1.63 billion, clearing the $1.54 billion consensus by a wide margin. Adjusted earnings per share came in at $0.33 versus the $0.28 analysts expected. The U.S. commercial segment — the business that proves enterprise customers are actually writing checks — grew 133 percent to $595 million. U.S. government revenue rose 84 percent to $687 million. The company closed 206 deals worth more than $1 million each in a single quarter and raised its full-year guidance to $7.65–$7.66 billion.

The stock fell more than 2 percent after hours.

The math is not complicated. Palantir trades at roughly 65 times enterprise value to sales and a forward price-to-earnings ratio near 100. Its Rule of 40 score — the sum of revenue growth and free cash flow margin — sits at a remarkable 145. None of that matters when the market has already priced in a company that does not miss. Palantir did not miss. It simply failed to exceed a valuation that already assumes near-flawless execution for years to come.

For contrast, consider UiPath. The automation company has positioned itself as the execution layer for agentic AI, grew annual recurring revenue to $1.853 billion in fiscal year 2026, and posted its first operating GAAP profit at $57 million. UiPath’s stock does not carry a triple-digit earnings multiple. It carries a thesis that profitability plus AI positioning equals a durable business. The market is starting to reward that combination differently than it rewards hypergrowth alone.

The Funding Frenzy Moves Downstream

The venture and private equity capital that spent 2024 and 2025 funding foundation models is now flooding into the companies that deploy those models inside enterprises. Anthropic announced a $1.5 billion joint venture for enterprise AI services, backed by Blackstone and Hellman & Friedman at $300 million each, with Goldman Sachs and General Atlantic contributing $150 million apiece. The objective: embed Anthropic’s Claude model deep into the operational workflows of mid-market companies. OpenAI is reportedly planning a parallel “development company” targeting $4 billion in funding.

Specialized players are scaling fast. Sierra AI closed a $950 million round on Monday led by Tiger Global and GV at a $15.8 billion valuation. The company, which builds AI-powered customer experience tools, grew its ARR to $150 million in eight quarters. In legal technology, Harvey AI’s CEO Winston Weinberg reported 500 live agents processing more than 700,000 tasks per day, compressing legal work that previously required 10 to 20 hours into 20 minutes.

Add it up and the pattern is clear. The infrastructure billions that Big Tech committed over the past two years are now pulling a second wave of capital into the software that monetizes that infrastructure. The total committed to enterprise AI ventures and startups in the deals above alone exceeds $8 billion.

Cybersecurity: The Bill Comes Due

Every new AI deployment is a new attack surface, and the data is starting to quantify the exposure. A new report from F5 found that 78 percent of enterprises now run AI inference as a core operation. Of those, 88 percent have already experienced AI-related security incidents.

CrowdStrike, trading at $472.70 on Tuesday, announced “Falcon OverWatch for Defender” — a managed threat-hunting service aimed squarely at Microsoft endpoint customers. The product is notable less for its technology than for its commercial ambition: CrowdStrike is inserting itself into the Microsoft security ecosystem, offering to do what Microsoft’s own tools cannot. The company cited its own data showing that 82 percent of threats detected in 2025 were malware-free — meaning they evade traditional signature-based defenses entirely. CrowdStrike claims the new service can reduce alert volume by up to 500 times and cut threat-hunting personnel costs by up to 95 percent. If those numbers hold at scale, the product sells itself. If they don’t, it is still a shrewd land grab inside the largest enterprise software install base on earth.

SAP Gets a New Gatekeeper, BioNTech Shuts the Factory Floor

Two DAX-listed companies delivered sharply divergent news on Tuesday. SAP shareholders elected René Obermann, 63, to the supervisory board with more than 99 percent of votes cast at the virtual annual meeting. Obermann is expected to assume the chairmanship next year, succeeding the originally designated Punit Renjen. For a company executing a cloud transition while integrating AI across its product suite, the choice of a former Deutsche Telekom CEO signals continuity and operational discipline.

BioNTech announced the opposite of continuity. The Mainz-based vaccine maker plans to close multiple production facilities — including sites in Marburg, Idar-Oberstein, Singapore, and locations acquired from CureVac — citing overcapacity and low utilization. Up to 1,860 jobs are at risk. Covid-19 vaccine manufacturing will be consolidated entirely at partner Pfizer. The restructuring is a delayed reckoning: the pandemic production surge created capacity that post-pandemic demand cannot sustain, and BioNTech is choosing to cut now rather than bleed slowly.

The Takeaway

For three years, the AI investment thesis has moved in waves. First came the chips. Then the data centers, the power plants, the cooling systems. Now the software layer is demanding its share of attention — and capital. Palantir’s earnings proved that the revenue is real. Its stock reaction proved that revenue alone does not justify any price. The billions flowing into Anthropic, Sierra, and Harvey suggest the market believes the enterprise AI opportunity is large enough to support dozens of winners. The cybersecurity data from F5 and CrowdStrike suggest those winners will need bodyguards.

The Fed’s next move, the Iran situation, and OPEC production dynamics remain live variables. But the structural rotation from infrastructure spending to software monetization is the story that will define the next several quarters. The concrete has been poured. Now the tenants are moving in — and the landlords want rent.

Best regards,
The StocksToday.com Editorial

Stephanie Dugan

Stephanie Dugan

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