Downloadable software and encoded authentication systems using latent image encoding, computer vision, or digital watermarking to verify product authenticity; downloadable software and mobile applications for supply-chain authentication, traceability, and counterfeit prevention; encoded QR codes or serialized labels containing digital product identity; machine-readable markers and labels for use in product verification and anti-counterfeiting.