Scenario Overview
An insured reports a property claim and is assigned a virtual adjuster. The interaction proceeds through what appears to be a standard claims process, including questions about the loss, documentation requests, and coverage explanations.
At no point during the interaction is it disclosed that the insured is communicating with an AI system rather than a human adjuster.
The insured assumes they are speaking with a licensed claims professional and relies on that assumption when providing information and interpreting guidance.
What Happened
- The insured initiated a claim and was connected to a virtual adjuster
- The system conducted the interaction without identifying itself as AI
- The insured believed they were communicating with a human adjuster
- Coverage explanations and claim handling proceeded normally
- A decision was made based on the interaction
- The insured later questioned the outcome and the process
Why This Is a Failure
This scenario creates a lack of transparency in the claims process.
From the insured’s perspective:
- They were not informed of the nature of the system handling their claim
- They may have relied on perceived human judgment where none existed
- They were not given the opportunity to request human interaction
- Their expectations of the process may not align with reality
Even if the claim decision is technically correct, the process may be viewed as misleading or incomplete.
Key Breakdown in AI Handling
The AI system failed to:
- Disclose that the interaction was being handled by an automated system
- Clarify the role and limitations of the virtual adjuster
- Provide an option to request a human adjuster
- Ensure the insured understood the nature of the interaction
Instead, the system operated in a way that was indistinguishable from a human adjuster, creating potential confusion.
Failure Indicators
- No explicit disclosure of AI involvement
- Language or tone implying human decision-making
- Absence of an option to speak with a human adjuster
- Insured expressing surprise upon learning AI was involved
- Post-claim disputes referencing lack of clarity in the process
Impact on Claim Outcome
This failure can lead to:
- Misaligned expectations about claim handling
- Increased disputes and dissatisfaction
- Perceived lack of fairness or honesty
- Escalation to complaints or regulatory review
The issue is not only the outcome, but whether the insured was properly informed during the process.
Correct Handling (Gold Standard)
A properly designed system should prioritize transparency.
Expected Actions:
- Disclose AI Involvement Clearly
- Inform the insured at the beginning of the interaction
- Explain the Role of the System
- Clarify what the virtual adjuster can and cannot do
- Offer Human Interaction
- Provide a clear option to connect with a human adjuster
- Maintain Consistent Transparency
- Reinforce the nature of the system throughout the interaction as needed
Why It Matters
Trust is a foundational element of claims handling.
When insureds do not fully understand who or what is handling their claim:
- confidence in the process is reduced
- misunderstandings are more likely
- disputes become more difficult to resolve
Transparency is essential to maintaining credibility.
ClaimSurance Insight
If the insured does not know who they are dealing with, the process is already compromised.
AI systems that operate without clear disclosure risk creating confusion and eroding trust — even when functioning as designed.
Related Failure Scenario:
Failure to Disclose Use of AI in Claims Handling
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