risk-decisioning
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The Fraud Check Came Too Late
Darwinium watches the whole digital journey, from first visit to payment, and makes risk decisions at the network edge. Its wager is simple: the revealing part of a scam often happens before the transaction.
The Fraud Fighter That Learned to Say Yes
Ravelin began with a taxi app’s fraud problem and built a business around a counterintuitive promise: stop the thieves without turning good customers away. Worldpay bought the company in 2025 - but the more revealing story is how five engineers made restraint into a product.
Bureau Raised $50.5 Million to Answer the Internet's Most Expensive Question: Who Can You Trust?
Point solutions can verify a document and still miss the fraud ring holding it. Bureau's bet is that the winning risk product is not another check, but the connective tissue between every check.
Socure Built a $4.5 Billion Business Around One Awkward Question: Are You Really You?
Banks once treated identity as a checklist. Socure turned it into a living graph - and now more than 3,000 customers use that graph to decide who gets through the digital front door.
The Tiny Clues SEON Uses to Catch a $300 Billion Problem
Fraud rarely arrives wearing a name tag. SEON turns more than 900 digital, device and behavioral signals into decisions that risk teams can inspect, tune and act on in real time.
The $1.2 Trillion Question: When Should Accertify Say Yes?
Accertify spent years teaching merchants how to spot a bad transaction. Its larger bet is that one connected view of identity, behavior and payments can show them which good customers to stop turning away.
Sift
Sift is the AI-powered digital trust and safety platform that helps businesses stop fraud without blocking good customers. Founded in 2011 in San Francisco, it analyzes more than a trillion events per year across a global data network covering 34,000+ sites and apps, scoring transactions, logins, and content in real time so companies like DoorDash, Twitter and Yelp can grow revenue while keeping bad actors out.