Compare Veeva vs Medidata: AI Features, Security & Risk Report
AI Model Cards
What is covered:
Do they have AI?
Do they train on my data?
Risk of Prompt Injection
Adherence to OWASP Top 10
Adherence to NIST AI RMF
26 risk vectors and more...
PromptArmor is trusted across the Fortune 50 and AmLaw 50
How do you protect your data when using AI in Veeva and Medidata?
AI Feature breakdown for Veeva vs Medidata
Veeva's AI Feature Set
Automated Compliance and Content Checks
AI suggests edits, validates documents, and flags potential compliance risks, reducing manual work while supporting regulatory standards.
...
See more in full report.
Medidata's AI Feature Set
Automated Documentation and Summarization
AI generates and summarizes trial documents, patient narratives, and regulatory reports, boosting productivity and reducing manual effort in research workflows.
...
See more in full report.
Pricing
Here is the pricing model breakdown for Veeva and Medidata
Veeva's AI pricing model
Freemium
Offers free tiers.
Per License
Charges per user, org, or access point.
Consumption-Based
Pay per token, API call, inference, etc.
Outcome-Based
Pay only when certain results or performance goals are achieved
Medidata's AI pricing model
Freemium
Offers free tiers.
Per License
Charges per user, org, or access point.
Consumption-Based
Pay per token, API call, inference, etc.
Outcome-Based
Pay only when certain results or performance goals are achieved
13%
of enterprises have suffered an AI-related security breach in the last year. These include AI-generated phishing and malicious prompt injection.
$4.4M
average cost per incident - with indirect prompt injection and data leakage via LLMs now among the top attack vectors across industries.
Assessing and Monitoring AI Risk becomes crucial
threats are real, fast-evolving, and uniquely difficult to detect. Staying proactive ensures you catch vulnerabilities before they become costly breaches both fiscally and reputationally.
Quick Facts for Reference
Here are some facts about Veeva and Medidata
#1
Veeva provides cloud software for life sciences companies and is known for its Vault platform that manages clinical and commercial operations.
#2
It became the first publicly traded public benefit corporation in its sector, prioritizing broader stakeholder interests alongside profits.
#3
In 2025, Veeva launched Vault CRM, moving off Salesforce to offer its own tailored, AI-enabled customer management system.
#1
Medidata is a leader in cloud-based clinical trial management and developed the widely used Rave EDC system for data capture.
#2
Acquired by Dassault Systèmes in 2019, Medidata still drives digital transformation in clinical development globally.
#3
Its platforms help run about a quarter of new clinical trials, supporting major drug development with advanced data management tools.
Impact
Unlock the Full AI Risk Report
For comprehensive overview of the AI risk of a vendor, covering 26 different risk vectors mapped to the leading frameworks like OWASP LLM Top 10, NIST RMF. MITRE ATLAS and more.
Adherence to OWASP Top 10
Do they train on my data?
Risk of Prompt Injection
Adherence to NIST
Do they have Web Search?
And more...
FAQ
Answers to your most common questions
What are the new AI security risks?
What industries do you specialize in?
How do I see how a vendor maps to the OWASP for LLM top 10
Contact us