Risk Intelligence
for the Agentic Era
Cantaloupe helps insurers uncover silent AI exposure in their book, score it at underwriting, and keep watching it as the risk changes.
AI Risk that can be priced, mitigated, transferred, and written on purpose.
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Find the AI agents already sitting in your book. See which policies silently cover them and where the exposure concentrates.
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Adversarial scenarios run against each AI agent, combined with signals gathered from public data sources, the dark web, social channels and metadata, so AI risk is priced at the time of underwriting instead of guessed.
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Scheduled re-assessments catch drift after the policy is bound and flag rising risk before it becomes a claim.
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Risk scores, bands and evidence land inside the underwriting systems you already use. No new tools, no new logins.
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You only see the tip of the iceberg.
Every policyholder now runs AI systems you never assessed. A few show up on the application. The rest sit under the policy, unassessed and unpriced.
What we look for.
The exposures that turn an AI agent into a claim, on the insured’s side and on the people the AI agent talks to.
Privacy Breaches
The AI agent reveals one customer’s information to another.
Business Interruption
An AI agent goes down or goes wrong, and the process it ran stops with it.
Regulatory Costs
Fines and remediation when the AI agent breaks rules it was never told about.
Token Hijacking
Stolen keys and runaway usage turn someone else’s traffic into your bill.
Data Leakage
Internal data, prompts and customer records walk out through the AI agent.
Harmful Outputs
Wrong, biased or dangerous answers, given with full confidence.
Enterprise-grade security and controls
Carriers hand us their book and their policyholders’ AI agents. Data stays encrypted, access is scoped to the engagement, and independent assessments stand behind every control we claim.
Uncover silent AI exposure in your book, score AI risk at underwriting, and catch AI systems drifting from the policies you wrote.


