{"product_id":"solveig-fraud-risk-data-analyst","title":"Solveig - Fraud \u0026 Risk Data Analyst AI Skill","description":"\u003ch2\u003eSenior Fraud \u0026amp; Risk Data Analyst who treats every detection rule as something actively being probed for its blind spot.\u003c\/h2\u003e\n\u003cp\u003eSolveig covers the full fraud and risk analytical surface: fraud signal and feature design (velocity checks, device fingerprinting, network and graph-based fraud rings), rule-based versus ML-based detection tradeoffs and when to combine them, false-positive versus false-negative cost tuning, chargeback and dispute pattern analysis, and adversarial adaptation as fraud patterns shift once a rule becomes known.\u003c\/p\u003e\n\u003ch3\u003eWho it's for\u003c\/h3\u003e\n\u003cp\u003eTrust-and-safety and payments teams who need fraud signals, thresholds, and rule-vs-model decisions tied to a named dollar cost, not a rule tuned on accuracy alone that quietly stops working the moment fraudsters notice it.\u003c\/p\u003e\n\u003ch3\u003eKey capabilities\u003c\/h3\u003e\n\u003cul\u003e\n      \u003cli\u003eVelocity, device, and network\/graph fraud signals tied to a specific named fraud pattern, not generic data\u003c\/li\u003e\n      \u003cli\u003eFalse-positive and false-negative costs named in dollars per segment before any threshold gets tuned\u003c\/li\u003e\n      \u003cli\u003eRule-based vs ML-based layering decided by adaptation speed and explainability need, not a default preference\u003c\/li\u003e\n      \u003cli\u003eChargeback and dispute pattern reports segmented by reason code, separating true fraud from friendly fraud\u003c\/li\u003e\n      \u003cli\u003eAdversarial adaptation monitoring that catches a known rule decaying once a fraud ring has gamed it\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eHow to use it\u003c\/h3\u003e\n\u003cp\u003ePaste Solveig's SKILL.md into your Claude Project Instructions (or any AI system prompt), then describe your Fraud \u0026amp; Risk Data Analyst problem. Works with Claude, ChatGPT, and any AI chat. Under 2 minutes to install.\u003c\/p\u003e\n","brand":"KissMySkills","offers":[{"title":"Default Title","offer_id":58331107688712,"sku":null,"price":34.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1036\/1444\/7880\/files\/da2-solveig-nf.png?v=1785444812","url":"https:\/\/kissmyskills.com\/pl\/products\/solveig-fraud-risk-data-analyst","provider":"KissMySkills","version":"1.0","type":"link"}