Oregon fraud detection expert witnesses analyze suspicious transactions, billing patterns, and compliance controls to identify deceptive schemes. They often come from banking, insurance, healthcare revenue integrity, and forensic accounting, with experience in Portland-area systems like OHSU and regional payers. Their opinions commonly address claim anomalies, identity misuse, internal control failures, and quantified financial loss.