In property/casualty claims, investigators focus on patterns that suggest deception. The strongest indicators are when statements don’t line up across interviews and documents (inconsistent statements), when the damages claimed seem higher than what actually exists (inflated damages), when the same incident is claimed more than once (duplicate claims), and when a claim arrives at an unusual time after the event (unusual timing). When these patterns show up, the immediate steps are to verify the facts with independent sources, gather and review supporting documentation such as photos, repair estimates, and receipts, and, if needed, bring in a forensic review to assess the damages and the legitimacy of the claim. This approach is essential because it helps separate legitimate claims from potential fraud early, preserving resources and ensuring fair outcomes. Dismissing fraud indicators as irrelevant overlooks the very signals that guide prudent investigations, and relying on normal timing or assuming no fraud risk can let false claims slip through.