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Protect your IP and maintain ethics
as you leverage AI for efficiency

Privacy

While AI tools can enhance productivity and enable unprecedented insights, company information can be leaked or inferred in new ways. Ensure that your AI deployment protects the privacy of your data.

Compliance

Rapid evolution of regulatory guidance as well as region-specific requirements can make navigating the landscape and remaining current a challenge.

Reliability

Deployment of AI in high-stakes environments requires models that deliver high-quality, reliable outputs. To alleviate the load of the human-in-the-loop approach, ensure the models you deploy align with your priorities.

Confidentiality

Control visibility of data to AI models and visibility of AI models to users to ensure protection of your IP and know-how.

Anonymity

Given the potential of AI to connect the dots and unlock insights, the risk of data re-identification increases for both your enterprise data and your patients' and donors' data. Minimize the risk.

Ethics

While there is strict professional code of conduct for human operators in pharma, biotech, and healthcare. Establish code of conduct for the AI you use.

© 2025 by Kat Kozyrytska Consulting

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