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KairoRisk is EVM-first and built around shadow-mode validation before production blocking. It returns not only a wallet risk score, but also decision bands, reason codes and explanation fields that fraud teams can review and tune before enforcement. The focus is practical deployment: replay testing, client-specific thresholds, quarantined feedback loops and clear risk explanations for payment, wallet and on/off-ramp workflows.
We started KairoRisk after seeing how difficult it is for crypto teams to make fast wallet risk decisions without immediately blocking real users.
Our approach is to treat risk scoring as an operational workflow, not just a model score. We focused on EVM wallet behavior, explainable decisions, shadow-mode testing and feedback that can be reviewed before it is used for future model improvements.
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About KairoRisk on Product Hunt
“EVM-first wallet risk intelligence”
KairoRisk was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #45 on the daily leaderboard. KairoRisk is EVM-first and built around shadow-mode validation before production blocking. It returns not only a wallet risk score, but also decision bands, reason codes and explanation fields that fraud teams can review and tune before enforcement. The focus is practical deployment: replay testing, client-specific thresholds, quarantined feedback loops and clear risk explanations for payment, wallet and on/off-ramp workflows.
KairoRisk was featured in API (98.4k followers), Tech (627.5k followers), Web3 (7.8k followers) and Vercel Day (20 followers) on Product Hunt. Together, these topics include over 188.9k products, making this a competitive space to launch in.
Who hunted KairoRisk?
KairoRisk was hunted by Artem Yekimenko. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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Artem Yekimenko