Veeva sells AI flat, and IQVIA's seven-month clock starts the test
Veeva priced Vault AI at 10 percent of a subscription with unlimited usage, betting model costs fall faster than adoption, while IQVIA's seven-month rollout puts a clock on the standardization it needs first.
Vincent Jiang · 2 min read
Veeva Systems+0.45% — Veeva Systems, up 0.45 percent today put a price on AI this week, and the price is the point. At its Boston summit on October 20 and 21, the life-sciences software house said Vault AI, the agentic layer now live across its applications, will cost 10 percent of a Vault subscription, 5 percent in the first year, with unlimited usage 1. Its CEO Peter Gassner quipped that no one ever moved the industry forward by counting tokens 1.
The customer stops paying for tokens
Token-metered AI makes the customer carry the inference bill; a flat percentage makes Veeva carry it, for 750,000 people working in Vault on an average day and roughly 250,000 reports run daily 1. The bet is that model costs fall faster than usage rises, on a business that has held gross margin at about 75 percent for eight straight quarters 12.
Standardization with a clock on it
The other half of the summit was an order book. IQVIA+0.03% — IQVIA, up 0.03 percent today, the world's largest contract research organization with about 94,000 staff, will adopt four Veeva modules (CTMS, eTMF, Study Startup and Site Connect) as its enterprise standard within seven months, with every new IQVIA study on the platform from the third quarter of 2027 13.
Around 30,000 IQVIA staff will ultimately touch the software; IQVIA runs roughly 2,000 trials at any time 1. Gassner's thesis is the shipping container: an industry that cannot standardize cannot automate. Falcon agents, which file documents and draft clinical study reports, work only on standardized data, which is why Biogen−0.84% — Biogen, down 0.84 percent today and IQVIA are standardizing first 1.
Gross margin has held at 75 percent for eight straight quarters
Data
| Gross margin (%) | |
|---|---|
| Q3 '24 | 75.1 |
| Q4 '24 | 74.9 |
| Q1 '25 | 77.1 |
| Q2 '25 | 75.3 |
| Q3 '25 | 75.4 |
| Q4 '25 | 74.5 |
| Q1 '26 | 75 |
| Q2 '26 | 75 |
What decides it
The market has priced in a lot: Veeva closed at $322.55 on October 22, a 52-week high, up 44.5 percent this year, at 51.6 times trailing earnings against 23.0 for the S&P 500 45. Third-quarter guidance of $932 million to $935 million implies about 15 percent growth, slower than the 17.6 percent just posted, and deferred revenue slipped to $1.31 billion from $1.49 billion at January 31 42. Two dates test the bet: IQVIA reports on October 27, and Veeva holds its investor day on November 5 34.
What happens next
IQVWhether the seven-month Veeva standardization rollout stays on track
The case for
Flat pricing removes the token-metering brake on AI adoption across 750,000 daily Vault users.
The case against
At 51.6 times trailing earnings against 23.0 for the S&P 500 after a 44.5 percent gain this year, a lot is priced in.
- Tue Oct 27IQVIA reports quarterly results.
- Thu Nov 5Veeva investor day. How Veeva frames the Vault AI cost bet behind the flat fee
- Q3 2027Every new IQVIA study moves onto Veeva's platform.
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