Summary of this article
AI chatbots may misinterpret health insurance exclusions and waiting periods
Incorrect room-rent and co-pay explanations can mislead policyholders
Verify chatbot answers against policy documents and insurer clarifications
Remove personal and medical details before uploading insurance documents
A chatbot may tell someone that choosing a room above their entitlement only means paying the extra room rent. Depending on the policy, certain associated hospital charges may also face proportionate deductions, which can make the patient’s share larger.
A larger risk is that the tool gives a generic or outdated answer instead of reading the actual policy. It may also assume an optional benefit was purchased. These errors are easier to miss when the answer sounds convincing, particularly if the schedule or endorsements were not uploaded.
Check What The Answer Means For Your Claim
“Knowing what a policy term means is not enough. A useful bot must also know how a feature works in practice, when it applies, and whether it suits the person asking,” says Devendra Dariya, head of product, Coverfox, an insurance distribution platform.
Bots go wrong when they don't know the user's age, pre-existing diseases (PED), or location. A customer needs to know whether their nearest hospital is empanelled, not the insurer's total network count. In long chats, a bot can hallucinate or mix up details from two policies discussed earlier.
“Similar mistakes can occur when it applies a co-pay to the entire bill instead of the admissible claim, or treats a waiting period as a permanent exclusion,” says Abhishek Bansal, CEO, insurance business, InsuranceDekho, an Indian insurtech broker and digital insurance platform.
Start with the policy schedule, wording, endorsements, and Customer Information Sheet (CIS), and ask the insurer to explain any difference from the chatbot’s answer. For a planned treatment, confirm the applicable exclusions, whether waiting periods have been served, and whether earlier coverage gives any continuity credit.
Also check the eligible room category or rent limit, possible proportionate deductions, co-pay conditions, deductibles, treatment sub-limits, pre- and post-hospitalisation cover, and whether the hospital is in the network.
Seek the calculation and relevant clauses in writing, and for planned treatment, use the cashless pre-authorisation process for a firmer figure. This helps with planning but does not guarantee approval.
Share The Clause, Protect Your Personal Details
Uploading the full document creates another concern: the information it contains. “A policy document carries your name, phone number, address, date of birth, policy number and premium details. Medical records add your diagnoses and treatment history,” says Dariya.
In a family floater policy, this includes the health details of spouses, parents or children. Scanned documents can also carry policy numbers, customer IDs or QR codes that are easy to overlook.
How this information is stored or used depends on the chatbot's terms and settings, and some services may retain uploads, allow human review, or use them to train models. A breach or an inadvertently shared chat could expose these details. “Policyholders should share only the clause they need explained, remove personal identifiers, and never share Aadhaar, PAN or bank details,” says Bansal.
Where available, they should opt out of model training or use a temporary chat mode, and avoid unfamiliar third-party apps. Even so, removing a name may not fully prevent identification, and deleting a chat may not immediately erase all retained copies.
FAQs
Can AI chatbots reliably explain health insurance terms?
They can help explain terms but may give generic or outdated answers. Check their explanations against your policy documents and insurer’s written clarification.
What should I verify before acting on AI insurance advice?
Confirm exclusions, waiting periods, room-rent limits, co-pay conditions, and network hospitals with your insurer. Ask for a written calculation of your likely out-of-pocket expenses.
Is it safe to upload policy documents or medical records to chatbots?
Uploads may expose personal and health information, depending on the service’s data practices. Share only the relevant clause after removing identifiers, and avoid sharing Aadhaar, PAN, or bank details.
