**Fighting Fire with AI: How Apate Uses Robotic Bait to Waste Scammers’ Time and Protect the Public**
In a world where scam calls and phishing attempts flood our phones daily, one Australian tech firm is deploying a surprisingly effective countermeasure: an army of AI-powered robot “victims.” Instead of shielding users behind firewalls, this company puts up decoys designed to waste the scammers’ time and extract valuable intelligence, turning the tables on fraudsters in a high-stakes digital game of cat and mouse.
### The Birth of a Digital Bait Shop
The idea for Apate, founded by Professor Dali Kaafar, struck during a family picnic in Sydney in November 2021. As a scammer called, trying to dupe him, Kaafar decided to string the caller along for 44 minutes, entertaining his children while gathering key insights into the scammer’s tactics. The experience sparked a pivotal question: *What if technology could scale this distraction tactic to thousands of interactions?*
That concept evolved into Apate. Within months, the team—composed of students specializing in AI and security—secured funding from the Office of National Intelligence. In 2023, the project spun off into its own company. Today, Apate partners with major banks across Australia, the UK, South Africa, and Southeast Asia, deploying a vast network of AI personas to engage with scammers on a massive scale.
### How the AI “Victims” Work
Apate maintains a stable of nearly 200,000 AI characters, each designed with distinct personalities, accents, and vocal quirks. These bots are trained on hundreds of hours of real conversations between human scam baiters and scammers, allowing them to hold convincing dialogues on phone calls, WhatsApp, and Telegram.
Every engagement is a strategic move. The bots deliberately play dumb, pretending to be easy targets while probing for details about the scam’s mechanics. Each hour a scammer spends talking to a bot is an hour they aren’t defrauding a real person. Over six weeks in late 2025, Apate’s bots handled 600,000 scam calls for a single telco, TPG, effectively wasting more than 500 days of scammers’ time—an estimated $13 million in saved fraud potential.
### Collecting Intelligence to Stay Ahead
The goal isn’t just to waste time; it’s to gather actionable intelligence. In the cryptocurrency sector, Apate works with blockchain analysis firms, extracting thousands of wallet addresses and tracking how scammers move funds. This intelligence allows banks and law enforcement to act before money is lost.
Apate’s bots also uncover surprising details about the scam industry. In one instance, they discovered a marketplace in India where brokers offered verified bank accounts for a 5% commission on scam proceeds, paid in cryptocurrency. By infiltrating these networks, Apate stays one step ahead of fraud rings.
### An AI Arms Race
As law enforcement becomes more sophisticated, scammers are also adopting AI tools. Industry estimates suggest that 20–30% of scam text conversations now involve AI. However, Kaafar believes defenders have the upper hand. Unlike scammers, whose AI must perform real-world actions like transferring money, defensive AI focuses on extracting information—an inherently easier target.
Game theory supports this approach: a defender only needs to force the attacker into mistakes, while an attacker must succeed perfectly every time. In this evolving arms race, Apate’s strategy ensures that even if scammers become more tech-savvy, they are still playing into the hands of the good guys.
### FAQ
**Q: How does Apate protect users from scams?**
A: Apate doesn’t directly protect individual users. Instead, it deploys AI bots that engage with scammers, wasting their time and gathering intelligence that helps banks and telecom companies shut down fraud operations.
**Q: What kind of AI personas does Apate use?**
A: Apate uses nearly 200,000 AI characters with different genders, ages, accents, and personalities. These bots are trained on real scam conversations to sound natural and unpredictable.
**Q: Are the AI bots interacting with real people?**
A: Yes. The bots are sent out on platforms like WhatsApp and Telegram, where they act as decoys to lure in scammers and extract information.
**Q: How does Apate make money if it’s not charging victims?**
A: Apate works directly with banks and telecom providers, offering its anti-scam intelligence services. By reducing fraud losses and providing actionable data, it becomes a valuable partner in the fight against cybercrime.
**Q: Can AI scammers outsmart Apate’s bots?**
A: While AI-driven scams are on the rise, Apate’s research suggests that defensive AI has a mathematical advantage because its goal is information extraction rather than performing a single action correctly.
### Conclusion
Apate represents a new frontier in digital defense—proactive, intelligence-driven, and scalable. By turning the tables on scammers, the company not only wastes millions of hours of fraudsters’ time but also helps dismantle criminal networks at their financial core. In an era where AI threatens to empower scammers, Apate proves that the same technology can be a powerful weapon in the hands of those fighting for digital safety. Ultimately, the best defense against deception may just be a very convincing robot who knows exactly how to waste a fraudster’s day.
