Industries · Insurance

AI underwriting without governance is just automated risk.

Insurers run agents for claims, underwriting, fraud detection and customer service. TapPass keeps policyholder data contained, puts a person on the decisions that need one, and keeps every underwriting decision and claims assessment auditable.

✓Free for one person · No credit card needed

Agent actions · liveclaims platform
11:03redactMedical report · name and diagnosis removed
11:12allowClaim 88-2041 · ask for the missing invoice
11:20holdPayout €4,200.00 · over the €500 limit
11:26blockClaim document tells the agent to approve
11:34blockLife pricing agent reads health data
What you must proveon the record
Solvency IISystem of governanceevidence
EU AI ActAutomated insurance decisionsevidence
GDPRHealth and financial dataevidence
IDDDistribution and serviceevidence
01What agents do in insurance

Agents read claims and score risk. They also touch life events and health records.

Three agents insurers run today, and what TapPass watches on each.

Claims agentReads claims, medical records and invoices, and proposes a settlement.

Policyholder data is redacted before the model, and payouts over your limit wait for a claims handler.

Underwriting agentScores risk and proposes acceptance or rejection.

Every decision is on a hash-chained record with the data classes it used, ready to explain.

Service agentAnswers policyholders and updates their policies.

Cancellations and policy changes wait for a person, and every customer-facing action is recorded.

02Where it goes wrong

Why insurance AI needs governance now. The EU AI Act names it.

The EU AI Act specifically targets automated insurance decisions, and your agents handle health records, financial histories and life events.

Policyholder data in model callsClaims agents send medical records, income statements and policy details to external models. GDPR asks for the highest protection.GDPR Art. 9
Decisions nobody can explainEU AI Act Art. 14 requires human oversight for AI in insurance. When an underwriting agent rejects an applicant, you need the full trail.Art. 14
Claims fraud by injectionA fraudster submits a claim with hidden instructions that steer the agent’s damage assessment, and the fraudulent claim is approved.indirect injection
Drift in risk scoringA scoring agent slowly shifts its classifications after a model update. Loss ratios spike three quarters later.model updates
Data crossing policy linesAn agent working on both life and health insurance uses health data to influence pricing. That is discrimination and regulatory risk.fairness
Processing costs without limitsClaims agents make hundreds of model calls per case. Costs eat into margins with no visibility.cost per claim
03The rules that matter

Underwriting rules, for agents. Written by the people who own the risk.

Claims, data protection, fraud and actuarial teams each say what worries them. TapPass makes it a rule.

The head of claims says“Any payout over €500 waits for a named approver.”
TapPass runsCLM-1 · Claim payouts WHEN intent = pay claim AND amount > 500 EUR THEN hold for a claims handler
What happensClaims agent pays €4,200.00 on claim 88-2041Held for the claims handler
04What TapPass does

Runtime governance for insurance agents. From first notice to payout.

Full-stack governance for every agent in your insurance operations.

Policyholder data protectionFinds and redacts personal data, medical records, financial data and claim details before they reach a model. Obfuscation-resistant, with tokenisation to keep answers accurate.GDPR Art. 9tokenise
A record of every decisionEvery underwriting decision, claims assessment and risk score is logged on a hash-chained record, with per-decision data classification and SIEM export.EU AI Act Art. 12
A person on the big decisionsClaim approvals above your threshold, cancellations and underwriting decisions wait for sign-off. Break-glass for urgent claims, every approval on the record.thresholdsbreak-glass
Drift detectionStatistical signals flag when a risk-scoring agent changes behaviour, before it reaches your loss ratios. Canary tests and behavioural pacts keep it in scope.canary tests
Claims fraud defenceIncoming documents are scanned for injected instructions before the agent processes them, with document taint tracking and exfiltration path detection.indirect injection
EU data sovereigntyPolicyholder data goes only to EU-hosted model providers, or stays on your own servers so no data leaves your infrastructure.EU hostedself-hosted
05Regulation

Solvency II and the EU AI Act, answerable.

What each rule asks of you, and the part of the answer TapPass gives you.

RegulationWhat it asksWhat TapPass gives you
Solvency IISystem of governanceSound governance and risk management of the systems that drive your decisions.A documented, replayable trail of what each agent decided, on which data, and who approved it.
EU AI Act Art. 12Record keepingAutomatic logs for high-risk AI, which includes AI used in insurance decisions.A hash-chained record of every underwriting decision, claims assessment and risk score.
EU AI Act Art. 14Human oversightPeople able to oversee and override AI in insurance.Approval gates on payouts, cancellations and underwriting decisions, signed by named people.
GDPR Art. 9Special category dataThe highest protection for health data in claims and underwriting.Health data redacted or tokenised before any model, and kept with EU-hosted providers.
IDDInsurance Distribution DirectiveActing in the customer’s best interest in distribution and service.Service and sales agents work inside the rules you write, and every customer-facing action is recorded.

No feature guarantees a compliance outcome. TapPass gives you the controls and the evidence that make your own answer defensible.

06Proof

Proof you can check. Not logos you have to trust.

We do not put customer names on a page unless we can show you the work. Here is what you can verify yourself, on your own agents.

Free for one personWatch your own traffic

Connect one agent in watching mode. TapPass records what it would have allowed, held, redacted or blocked, and nothing is blocked while you learn.

ReplayReplay any decision

The same rule and the same call give the same verdict, every time. Replay a decision for your auditor, or a draft rule over last week’s traffic.

Trust CenterRead the paperwork

Security controls, subprocessors, and a DPA on request. Hosted in the EU, built in Belgium.

!
ISO 27001 certification is in progress. We do not hold SOC 2 or ISO 27001 yet.

What we can show you today is the product on your own agents, the documentation behind every control in the Trust Center, and a team that answers your security questionnaire itself.

Next: HealthcarePatient data and models do not mix. Unless you govern them.
Questions

Insurance, in plain answers.

Something else on your mind? Talk to our team.

Can a person review an underwriting rejection?

Yes. You decide which decisions wait for a person, such as rejections, cancellations or claims above a threshold. The reviewer sees the decision, the data classes used and the rule that fired, and signs with a passkey.

How do you spot drift in a risk-scoring agent?

TapPass watches statistical signals such as the distribution of classifications, cost and tool use per agent, and runs canary tests. A change after a model update is flagged before it shows in your loss ratios.

What stops a fraudulent claim from steering the agent?

Incoming documents are scanned for injected instructions before the agent reads them, and their content is tainted as untrusted, so it cannot trigger a payout on its own.

Can health data stay out of life pricing?

Yes. A rule on data class and agent blocks a pricing agent from reading health data, and every attempt is on the record.

Underwrite AI risk the way you underwrite everything else.

Connect one agent and see every call TapPass would have held, stopped or routed elsewhere. Nothing is blocked while you learn.

✓ Free for one person✓ No credit cardBacked by Start it @KBCVLAIO✓ EU hosted✓ Built in Belgium✓ Your own model keys✓ Encrypted at rest and in transit✓ DPA on request