The Insurance Challenge
AI is accelerating how insurers manage risk, serve customers, and detect fraud. But the same tools that improve efficiency also introduce serious risks:
- Exposure of policyholder PII, claims history, and financial data
- Prompt injections manipulating claims outcomes or risk models
- Biased or hallucinated underwriting decisions leading to legal and reputational risk
- Lack of visibility into how AI recommendations are generated or applied
CalypsoAI secures the Insurance vertical with Red-Team to validate, Defend to protect, and Observe to govern.
Red-Team: Validate AI Before Policyholder Impact
Inference Red-Team proactively stress-tests insurance AI applications before they affect customers or operations.
- Agentic Warfare™: Multi-turn adversarial campaigns simulating fraudsters or malicious insiders attempting to manipulate claims.
- Signature & Operational Attacks: 50,000+ evolving exploits uncover vulnerabilities in claims processing, fraud detection, and underwriting copilots.
- Insurance-Specific Testing: Evaluates whether AI could leak policyholder PII, generate biased risk assessments, or fail under operational stress.
Outcome for Insurers: Claims, underwriting, and fraud detection AI are validated and hardened before deployment.
Defend: Protect Claims & Risk Models in Real Time
Once deployed, Inference Defend protects insurance AI applications during live use.
- Data Protection: Blocks leakage of PII, financial details, or medical information from claims or underwriting systems.
- Stop Adversarial Exploits: Prevents prompt injections that could manipulate claims outcomes or risk calculations.
- Adaptive Controls: Security policies align to insurance regulations and compliance frameworks across multiple markets.
Outcome for Insurers: Trusted AI-powered claims and underwriting copilots that protect customers and business integrity.
Observe: Oversight for Compliance & Governance
In insurance, auditability and compliance are essential to managing regulatory risk. Inference Observe delivers complete oversight.
- Global Dashboards: A centralized view of AI usage and security events to enable compliance across the entire enterprise.
- Audit-Ready Logs: Capture every AI-driven decision or claim outcome for regulators, auditors, and customer dispute resolution.
- Policy Enforcement: Flags outputs that breach compliance requirements or produce biased/unfair results.
Outcome for Insurers: Transparent, defensible AI adoption that maintains compliance and customer trust.
Why CalypsoAI for Insurance
With Red-Team, Defend, and Observe, insurers gain:
- Customer Data Protection: Keeps policyholder PII and claims records secure.
- Fraud Resistance: Hardens fraud detection systems against adversarial manipulation.
- Compliance Confidence: Simplifies adherence to insurance regulations and audit requirements.
- Operational Trust: Enables safe AI use across claims, underwriting, and customer engagement without introducing hidden risks.
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 gives insurers the flexibility to secure AI-driven claims, underwriting, and customer engagement workflows while meeting regulatory demands.
The Bottom Line
CalypsoAI secures the Insurance vertical by validating, protecting, and governing AI-driven claims, underwriting, and fraud detection — helping carriers and brokers innovate responsibly while safeguarding customer trust and regulatory compliance.
