Cyber insurance proposals and AI leakage: what a cyber questionnaire gives away in ChatGPT or Claude.
A cyber questionnaire asks a client to describe, in its own words, every weakness in its systems. Brokers help complete it, and pasting the answers into ChatGPT or Claude is a tempting way to tidy the wording or check them against the insurer’s questions. The completed form says how many patient records the client holds, where they are backed up, who can log in remotely, how supplier payments are checked and what has already gone wrong. This page marks every item in a realistic dental practice proposal that the Insurance Contracts Act and the Privacy Act bear on, and shows how the same form is completed on Ermos inside the brokerage.
The cyber insurance questionnaire
Completed with the client before an insurer will quote cyber cover, and signed by a director with a declaration that the answers are true and complete.
Cyber insurance proposal
Anchor Underwriting · via Pacific Harbour Insurance Brokers · 30 October 2026
| Applicant | Marchetti Dental Pty Ltd trading as Northside Smile Studio, 22 Industrial Drive, Brookvale NSW 2100. Signed: Lena Marchetti, Director, 30 October 2026.1 |
| Business and turnover | Dental practice, 4 chairs, 8 staff, turnover $2.1 million (FY26).2 |
| Personal information held | About 9,400 current and past patients: names, addresses, dates of birth, Medicare numbers, medical histories, X-ray images, and card payments through a terminal.3 |
| Systems and data location | Patient records in Dental4Windows on a server at the practice. Nightly backup to a US cloud service. Imaging files on the scanner workstation.4 |
| Multi-factor authentication | Email: yes for the two directors, still to be set up for staff. Remote access to the server: no, the software vendor connects with a shared password. Administrator accounts: no.5 |
| Backups | Nightly. Last restore test 2023. The cloud copy syncs automatically with the server and can be overwritten by it.6 |
| Payment controls | Supplier bank detail changes are confirmed by email only. No call-back rule. Payments over $10,000 need one director.7 |
| Incidents in the past three years, insured or not | 2025 phishing email, loss $14,000, claim paid under the business pack. 19 October 2026: $61,000 sent to a false account after a supplier email; no cyber policy; reported to police 21 October; bank investigating.8 |
| Declaration | I declare that the answers given are true and complete and that I understand a failure to answer fully may entitle the insurer to reduce or refuse a claim or cancel the policy.9 |
| Broker note | Anchor will not quote without an MFA attestation for remote access. The answer today is no, so the attestation cannot be given. I told Lena not to sign it until the vendor connection changes, and that the 19 October loss must stay on the form. Marco has not seen these answers.10 |
An invented proposal. Hover or tap any highlighted item for the analysis; the full list is below.
What leaves the brokerage
- 1The applicant, the address and the signatory
The company, its trading name, the premises and the director who signed. Personal information about the director, and the identity of the business behind every answer below. Privacy Act guide.
Frontier Models (ChatGPT, Claude) Transmitted to the provider, generally offshore on personal plans Ermos Edge Stays on your instance in Australia; leaves only inside a permitted excerpt, per question, to the named provider Ermos Dominion Stays on the unit in your office - 2Size and turnover
Staff numbers and annual turnover. Confidential financial information, and the turnover figure also bears on whether the Privacy Act small business exemption applies to a business (a private sector health service provider is covered whatever its turnover). Privacy Act guide.
Frontier Models (ChatGPT, Claude) Transmitted; on consumer tiers it can train future models Ermos Edge Stays on your instance in Australia; leaves only inside a permitted excerpt, per question, to the named provider Ermos Dominion Stays on the unit in your office - 3What personal information is held
A count of patient records and the categories in them, including Medicare numbers and medical histories. It tells an attacker the value of the target and tells the insurer the scale of a possible breach. Health information is sensitive information under the Privacy Act. Patient data guide.
Frontier Models (ChatGPT, Claude) Patient data categories and a count transmitted Ermos Edge Stays on your instance in Australia; leaves only inside a permitted excerpt, per question, to the named provider Ermos Dominion Stays on the unit in your office - 4Where the data lives
Which software, which server and an offshore cloud backup. A map of where to attack, and a disclosure question for the practice about patient data held overseas. Privacy Act guide.
Frontier Models (ChatGPT, Claude) A map of the systems transmitted Ermos Edge Stays on your instance in Australia; leaves only inside a permitted excerpt, per question, to the named provider Ermos Dominion Stays on the unit in your office - 5The multi-factor authentication answers
Which accounts have MFA and which do not, including a shared password for remote access. Published cyber proposal forms ask about MFA by service (email, remote access and privileged accounts). The answers are the practice’s weakest points in writing.
Frontier Models (ChatGPT, Claude) The practice’s weakest points transmitted Ermos Edge Stays on your instance in Australia; leaves only inside a permitted excerpt, per question, to the named provider Ermos Dominion Stays on the unit in your office - 6The backup weaknesses
A restore test from 2023 and a cloud copy that syncs and can be overwritten. Forms commonly probe whether a backup is truly separate from the live system. These are the facts an attacker would most like to know.
Frontier Models (ChatGPT, Claude) Backup weaknesses transmitted Ermos Edge Stays on your instance in Australia; leaves only inside a permitted excerpt, per question, to the named provider Ermos Dominion Stays on the unit in your office - 7The payment controls
No call-back rule on supplier bank detail changes. Proposal forms commonly ask about a secondary check on changes of banking details, and the loss in the next item is what its absence looks like.
Frontier Models (ChatGPT, Claude) A control gap transmitted Ermos Edge Stays on your instance in Australia; leaves only inside a permitted excerpt, per question, to the named provider Ermos Dominion Stays on the unit in your office - 8Past incidents and the open loss
Two losses, one of them days old and uninsured, with a police report and a bank investigation. Proposal forms commonly ask about incidents in the past three years whether insured or not. Disclosure goes to the insurer under section 21 of the Insurance Contracts Act, which is not the same as telling an AI company.
Frontier Models (ChatGPT, Claude) A live loss and a police report transmitted Ermos Edge Stays on your instance in Australia; leaves only inside a permitted excerpt, per question, to the named provider Ermos Dominion Stays on the unit in your office - 9The declaration wording
The insurer’s standard declaration. It reflects the duty of disclosure in section 21 and the remedies in sections 28 and 60 of the Insurance Contracts Act, and it is the same text on every form of this kind, with no client data in it.
Frontier Models (ChatGPT, Claude) Standard declaration wording with no client data Ermos Edge Nothing to protect in standard wording Ermos Dominion Nothing to protect in standard wording - 10The broker’s note on the MFA attestation
The broker’s advice not to sign an attestation that is not yet true, and that a director has not seen the answers. Advice the Code of Practice describes as honest and in the client’s best interests (clauses 3.1 and 5.3).
Frontier Models (ChatGPT, Claude) Your advice transmitted Ermos Edge Stays in Australia, but whether to sign the attestation is for the client to decide Ermos Dominion Stays on the unit, but whether to sign the attestation is for the client to decide
What happens in Frontier Models (ChatGPT, Claude)
- The whole document is transmitted to the provider’s servers. On personal plans the user cannot choose where it is stored or processed, and for the major providers that has generally meant outside Australia, under that country’s legal process. Some business plans offer storage in Australia, but the provider still receives the content.
- On consumer tiers, prompts can be retained and used to train future models.
- The provider’s staff and systems can reach the content under the provider’s own policies.
- Once sent, the brokerage no longer controls it. Retention and deletion happen on the provider’s terms.
The same document on Ermos
Ermos Dominion
The document is drafted on a unit in your office, from your own templates and the client file. Every marked item stays on the unit, which keeps working with the internet switched off. Nothing in it is transmitted to an AI provider, so there is no disclosure to analyse: the confidentiality work is the same as for your file server.
Ermos Edge
Your documents, the index and your access boundaries stay on your own instance in an Australian data centre. When a staff member asks for this draft, only their question and the excerpts they are permitted to see go to a named Australian provider, who is contractually barred from keeping the content or training any model on it. Nothing is processed outside Australia.
| Frontier Models (ChatGPT, Claude) | Ermos Edge | Ermos Dominion | |
|---|---|---|---|
| Where the document is processed | Provider servers, generally offshore on personal plans | Your instance in an Australian data centre; answers generated in Australia | The unit in your office |
| Who can read it | Provider staff and systems, under policy | Your staff, within the boundaries you set. The named Australian provider processes only permitted excerpts, under contract, and keeps nothing | Your staff only |
| Is it kept | On the provider’s terms | Kept on your instance; the provider is barred from retaining it | Stays on the unit |
| Can it train a model | On consumer tiers, yes | No, by contract | Only your own unit learns from it, on your hardware |
Part of AI data leakage in insurance brokerages.
Common questions
Do ChatGPT and Claude use the information in a cyber insurance questionnaire?
Is it safe to paste a cyber insurance questionnaire into ChatGPT or Claude?
Can ChatGPT or Claude remember the details in a cyber insurance questionnaire later?
How can a brokerage use AI for a cyber insurance questionnaire without sending it to ChatGPT or Claude?
What do cyber insurance proposal forms usually ask?
What happens if the answers are wrong?
Does the Privacy Act cover a dental practice with turnover under $3 million?
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