Sometimes, fraud detection in insurance requires analytics applied with complex algorithms to pick up suspicious patterns, such as a cluster of repair shops in a certain region billing for the same kinds of parts. Or, it might require gumshoe detective work to catch that workers' comp claimant at his favorite surfing spot.

Other times, it just reaches out and slaps you right in the face.

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