#420 Hunting the Invisible Man: Roy Daya on AI, Fraud, and the Truth Hidden in Data

What if the biggest threat to your business—or even your personal sovereignty—wasn't a hacker breaking in from the outside, but a problem hiding in plain sight within your own data? In this eye-opening episode of the Awakening Podcast, we sit down with Roy Daya, a cybersecurity veteran known as "Mr. Wolf" for his ability to solve the most complex data problems. With over 20 years of experience hunting fraud for governments, corporations, and private equity firms, Roy has seen it all. He shares how his AI tool, Prova.ai, uses "Point of View Analytics" to find the subtle patterns and "invisible men" that traditional dashboards miss. From IT insiders siphoning millions to the dangers of AI trained on fake medical data, Roy reveals why data is the ultimate truth-teller and how we can use it to protect ourselves in an increasingly digital world.     Timestamps Timestamp Topic Description 0:00 Welcome & Introduction to Roy Daya 0:45 How Roy became known as "Mr. Wolf" 1:12 From Independent Researcher (Hacker) to Cybersecurity Expert 2:02 The Evolution of Cyber Threats: Embedded operations and internal fraud 3:10 Detecting the "Small Signs": Catching fraud before it scales 4:19 The IT Insider Threat: How one employee got a salary for 150 people 5:14 Drowning in Data: Why organizations can't find the needle in the haystack 6:03 Introducing Prova.ai: Point of View Analytics explained 7:03 The Problem with Dashboards: They only answer the questions you know to ask 8:16 Scanning the Millions: How POVA constructs views to find anomalies 9:53 Finding the Subtle Patterns: Why simple anomalies are easy to hide 10:15 The Invisible Man in the Middle: Identifying correlations in the "crime scene" 11:37 Why It's Impossible to Fake Data: The Christmas Tree effect 12:19 Black Holes in Public Data: What governments and corporations hide 13:22 Fraud at the Speed of Electrons: The speed of modern misappropriation 14:35 The Polygraph Test: Dealing with paranoid customers and high-stakes data 15:52 AI Trained on Bad Data: The risks in medical devices and decision-making 35:01 Potholes and Property Tax: Identifying systemic fraud in municipalities 36:25 OSINT and Data Clusters: How to spot siphoning across multiple accounts 37:57 The "Fixer Upper" Business: Using POVA for private equity due diligence 39:23 The "Hollywood Sign" Analogy: Why fake data always breaks under scrutiny 41:32 Replicating Data 200 Times: The computational power needed to find the truth 43:08 Security Cameras and Probabilities: Why you can't hide from 900 pictures 45:56 The Blackmail Risk: Navigating the ethics of high-level fraud detection 64:54 The Anonymity Myth: How anyone can buy and analyze your data 65:13 Roy's Final Advice: "Don't be interesting" 65:43 Where to Find Roy: Pova.ai and LinkedIn 66:32 Outro: RoyCoughlan.com and the PodFather Network       🔗 Where to Find Roy Daya •Website: pova.ai •LinkedIn: Roy Daya 🔗 About Your Host (Roy Coughlan) •Listen to this episode on Podbean: https://awakeningpodcast.podbean.com/e/roy-daya-hunting-the-invisible-man/ •Explore more podcasts: Find all podcasts at the PodFather Network •Website: RoyCoughlan.com •Need help running your business? If you are looking for a Virtual Assistant and get reliable support for your daily operations. •Virtual Assistants: VA.world •Communities: BrainGym.fitness •Learn about a Private Networking Group in 50 US States & 39 Countries with 640+ Members: https://connectedleaders.academy/     #AwakeningPodcast #RoyDaya #Cybersecurity #AI #FraudDetection #DataAnalytics #MrWolf #CorporateIntegrity #DigitalSovereignty #TechEthics #SovereignMan #RoyCoughlan #ProvaAI #OSINT #DataTruths