The Healthcare & Life Sciences Challenge
AI is transforming healthcare and science — from clinical copilots and patient engagement chatbots to drug discovery and research assistants. But these high-value use cases also create critical risks:
- Exposure of patient PII, health records, or genomic data
- Prompt injections manipulating diagnostic or treatment recommendations
- Hallucinated or biased outputs leading to harmful medical decisions
- Limited visibility into how AI models behave in regulated healthcare workflows
CalypsoAI secures the Healthcare & Life Sciences vertical with Red-Team to validate, Defend to protect, and Observe to govern.
Red-Team: Validate Clinical & Research AI
Inference Red-Team stress-tests AI tools before they are used in sensitive healthcare or scientific environments.
- Agentic Warfare™: Multi-turn adversarial campaigns simulating attempts to extract PHI or alter clinical guidance.
- Signature & Operational Attacks: 50,000+ evolving exploits expose vulnerabilities in clinical documentation, patient chatbots, and research copilots.
- Healthcare-Specific Validation: Ensures AI is resilient against misuse that could compromise patient safety, trial data, or regulatory compliance.
Outcome for Providers & Researchers: AI tools are validated and hardened before use in life-critical contexts.
Defend: Real-Time Protection for Patient & Research Data
Once deployed, Inference Defend safeguards live healthcare and life sciences applications in real time.
- Data Protection: Blocks leakage of PHI, lab results, clinical notes, or proprietary research data.
- Stop Adversarial Exploits: Prevents prompt injections and jailbreaks that could alter treatment recommendations or trial results.
- Customizable Policies: Security rules align with HIPAA, GDPR, FDA, and international healthcare standards.
Outcome for Providers & Researchers: Secure, compliant AI copilots that protect patient privacy and scientific integrity.
Observe: Oversight & Accountability in Healthcare AI
In highly regulated healthcare and life sciences environments, traceability is non-negotiable. Inference Observe delivers enterprise-wide visibility and defensibility.
- Global Dashboards: A centralized view of AI usage and security events to enable compliance across the entire organization.
- Audit-Ready Logs: Capture every AI interaction to support HIPAA audits, FDA reviews, or clinical trial documentation.
- Policy Enforcement: Flags outputs that violate healthcare regulations, scientific protocols, or ethical standards.
Outcome for Providers & Researchers: Transparent, accountable AI usage that meets regulatory and ethical obligations.
Why CalypsoAI for Healthcare & Life Sciences
With Red-Team, Defend, and Observe, healthcare and science organizations gain:
- Patient Data Protection: Ensures PHI and sensitive trial data remain secure.
- Regulatory Compliance: Simplifies adherence to HIPAA, GDPR, FDA, and EMA standards.
- Risk Reduction: Prevents harmful or manipulated AI outputs in clinical or scientific contexts.
- Trust & Innovation: Enables safe AI adoption to improve patient outcomes and accelerate discovery.
CalypsoAI Products Available as SaaS Point Solutions
CalypsoAI’s Red-Team, Defend, and Observe can be deployed individually as software point solutions or together as a unified platform. This flexibility enables healthcare providers, pharmaceutical companies, and life sciences organizations to secure AI adoption across patient care, research, and operations.
The Bottom Line
CalypsoAI secures the Healthcare & Life Sciences vertical by validating, protecting, and governing AI-driven care, research, and engagement — empowering organizations to innovate responsibly while safeguarding patients, data, and compliance.
