Neutrinos, a computer-vision verification agent that runs the check end to end. A preprocessing stage (OpenCV) cleans noisy, skewed and low-quality scans; a detection model locates the thumbprint inside complex document layouts; a CNN on TensorFlow performs minutiae-based matching and returns a confidence score. Above threshold, the agent verifies autonomously. Below it, the case is routed to a human with the evidence attached. Results surface through a secure upload portal and a real-time dashboard, for single-policy checks and batch runs alike. Verification went from 3 minutes to under 10 seconds, and the subjective manual check was removed from the loop.