Australian Startup Deploys Artificial Intelligence to Deceive Fraudsters and Protect Financial Institutions
October 14, 2026
While most businesses leverage artificial intelligence to optimize internal operations or accelerate software development, an Australian startup called Apate.ai is utilizing the technology for a more confrontational purpose. Established in 2024 based on academic findings from Sydney's Macquarie University, the company operates a sophisticated network of digital agents designed to interact with and deceive scammers. These bots are engineered to mimic human behavior across various mediums, including telephone calls, text messages, emails, and social media platforms, with the goal of engaging bad actors long enough to extract actionable intelligence.
The startup's technology is capable of adopting diverse personas, utilizing different ages, genders, linguistic backgrounds, and accents to maintain credibility during interactions. By keeping fraudsters occupied, Apate serves a dual purpose: it prevents these criminals from contacting actual victims and gathers critical data such as bank account details, cryptocurrency addresses, and phone numbers. According to the company, their automated agents have participated in roughly 2.5 million dialogues, effectively wasting 17 years of scammers' time. This proactive approach contrasts with traditional cybersecurity methods that typically react only after a financial transaction or data breach has occurred.
This innovation comes at a time when AI-driven crime is surging. Data from the FBI indicates that in 2025, over 22,000 reports of AI-linked offenses resulted in nearly $893 million in financial damages, much of which stemmed from investment fraud involving deepfake technology. Apate’s founder, Dali Kaafar, was inspired to automate scam-baiting after a lengthy 44-minute phone conversation with a fraudster during a family outing. Realizing that human efforts to stall scammers were effective but inefficient, he transitioned his research into a commercial venture that now serves major clients like Commonwealth Bank of Australia and TPG Telecom.
Apate, which recently secured over $8 million in seed funding and participated in the Startup Battlefield 200 at TechCrunch Disrupt, provides its clients with an insights portal to monitor emerging threats. By analyzing thousands of daily interactions, the startup helps institutions disrupt fraudulent campaigns before they reach employees or customers. With a growing team and plans for international offices in London and the United States, the company continues to refine its models to stay ahead of the evolving tactics used by global criminal networks.
Read original at TechCrunch.
