In a rebuttal paper, Dr. Liam Kencroft of the European Banking Authority noted that "Hernosa's TTL model treats velocity as inherently suspicious, ignoring the legitimate latency requirements of modern high-frequency finance."
"I don't trust a computer to tell me what a human criminal is doing," she said. "I sit in a coffee shop. I time how long it takes to get a receipt, walk to an ATM, and send a remittance. That's your real TTL. If a computer can do it faster than a human can walk, you've found a bot." ttl andrea hernosa
In the high-stakes world of financial compliance and anti-money laundering (AML), few names carry the quiet weight of authority as that of TTL Andrea Hernosa . While “TTL” traditionally stands for “Through The Lens” in photography, within the corridors of banking risk management and fintech regulation, it has taken on a new meaning for those following her career: Trust, Transparency, and Leadership. In a rebuttal paper, Dr
For banks still using legacy systems from the 2010s, ignoring the TTL metric is akin to installing a deadbolt on a glass door. Hernosa’s work proves that time is the criminal’s greatest enemy and the analyst’s greatest tool. I time how long it takes to get
Hernosa responded to this criticism in a 2024 X (formerly Twitter) thread: "Speed is not a crime. But speed without identity is. My model doesn't flag fast money. It flags fast money that can't explain itself. There is a difference." As generative AI enables faster, more complex money laundering schemes, the principles of TTL Andrea Hernosa become not just useful but essential. She has shifted the conversation from who is sending money to how fast they are losing control of it.