The AI That Wants to Be Scammed: Undercover Bots Fight Cyber Fraud

Key Takeaways

• **Proactive AI Counter-Scamming:** Apate.ai deploys thousands of AI agents undercover to bait and engage scammers, collecting crucial intelligence *before* real victims are harmed, marking a significant shift from traditional reactive fraud prevention.
• **Intelligence-Driven Defense:** These AI agents gather actionable data like scammer bank accounts, crypto wallets, and malicious websites, feeding it to banks, telcos, and governments to fortify their anti-fraud measures and disrupt campaigns.
• **Proven Impact & Growth:** With $10 million in funding and demonstrated successes—including a 76% drop in reported scam losses for one major bank—Apate.ai is rapidly expanding its global footprint to combat the escalating threat of AI-powered fraud.

While most companies harness artificial intelligence to accelerate product development or streamline internal workflows, an Australian startup named Apate.ai is deploying its AI army for a decidedly different, yet critical, mission: getting scammed. Instead of optimizing for speed, these sophisticated AI agents go undercover, intentionally engaging with fraudsters to gather intelligence and turn the tables on the perpetrators of online deception.

The Undercover AI Army: Baiting the Scammers

Founded in 2024, building upon groundbreaking research from Macquarie University in Sydney, Apate.ai orchestrates a vast network of thousands of AI agents. These digital operatives are designed to flawlessly masquerade as innocent, potential victims across a multitude of communication channels. They are equipped to answer scam calls, respond to phishing emails and messages, navigate malicious links, and even infiltrate social media groups—all with the express purpose of keeping scammers engaged. With diverse profiles spanning various ages, genders, accents, and languages, these agents are crafted to be believable targets, designed to prolong interactions long enough to extract valuable information.

The scale of this operation is staggering. Apate.ai reports that its fleet of agents has collectively wasted an estimated 17 years of scammers’ time across more than 2.5 million conversations. This isn’t just about diversion; it’s about strategic engagement. The true value lies in the data these undercover agents glean—details typically only discovered after a real victim has already suffered financial loss. This includes bank account numbers, cryptocurrency wallet addresses, burner phone numbers, malicious website URLs, and even the specific brands and entities the scammers are impersonating. Such intelligence is invaluable for Apate.ai’s clientele, which includes banks, telecom companies, government agencies, and utilities.

A New Front: Battling AI-Powered Deception with AI

Apate.ai’s innovative approach emerges at a critical juncture, as artificial intelligence increasingly empowers fraudsters and cybercriminals. The FBI’s 2025 statistics paint a grim picture, reporting over 22,000 complaints of AI-related crimes, culminating in losses around $893 million. A significant portion of this—over $632 million—stemmed from investment scams, where AI is leveraged to conduct sophisticated conversations and generate deepfake voices and appearances of trusted figures. For too long, individuals have engaged in scam-baiting as a hobby, sometimes with humorous results. However, with AI’s rapidly growing capabilities, the battle against fraud demands a more organized and technologically advanced counter-strategy.

Traditional anti-fraud measures often operate reactively. As Brad Joffe, co-founder and chief commercial officer of Apate.ai, explains, “Most of the industry works after the fact. Telcos block numbers, but scammers just get new ones. Banks watch transactions, but by then the scammer has already reached the customer. We go to the scammer directly and get the information before anyone gets hurt.” Apate.ai’s methodology represents a fundamental shift: proactively seeking out and disrupting scam operations at their source, rather than merely mitigating the damage post-event.

The Genesis: From Personal Experience to Automated Defense

The inspiration for Apate.ai was sparked by a surprisingly mundane, yet impactful, event: a real scam call. Several years ago, Dali Kaafar, Apate’s founder and CEO, found himself at a family picnic when he received a call from an unknown number. Recognizing it as a scam, he decided to play along, intentionally feigning ignorance for the amusement and education of his children. He managed to keep the scammer on the line for a remarkable 44 minutes. While the family enjoyed the comedic interlude, Kaafar noted a crucial insight: those 44 minutes were time a scammer had *not* spent preying on a real victim. This personal experience led him to a profound question: Could this time-wasting, intelligence-gathering exercise be automated, and in the process, yield genuinely useful data?

This seemingly simple idea blossomed into extensive research during his tenure at Macquarie University. Kaafar and his colleagues delved into the application of machine learning and natural language processing to dissect the content of scam calls, ultimately developing advanced methods for detecting and preventing fraudulent activities. This academic foundation is now the bedrock of Apate.ai’s proprietary technology.

Empowering Defenders: Tailored Intelligence and Tangible Results

Apate.ai’s customer base gains access to more than just a fleet of AI agents. Clients benefit from a sophisticated insights portal, delivering real-time intelligence and analytics on scam campaigns specifically targeting their users, employees, brands, or products. This tailored approach allows customers to assign their AI agents particular “missions,” instructing them to pursue specific pieces of information, such as a scammer’s bank account or a crypto-wallet address. Furthermore, Apate.ai’s text-based agents are adept at scouring forums, investment groups, and social platforms to detect nascent scam activity, then initiating conversations under fabricated identities to expose detailed scammer methodologies.

The results speak for themselves. Commonwealth Bank of Australia has reported a significant 76% reduction in publicly reported scam losses since partnering with Apate.ai. TPG Telecom has successfully diverted nearly 590,000 potential scam calls to Apate’s agents, shielding countless customers. An unnamed Australian bank, another key client, has leveraged Apate’s outbound agents to proactively disrupt 22 distinct scam campaigns. These quantifiable successes underscore the efficacy of Apate.ai’s intelligence-first strategy in the ongoing battle against fraud.

Underpinning this success is a blend of cutting-edge technology. Apate.ai leverages both frontier AI models and its own finely-tuned proprietary models. These systems are continuously refined, trained on the vast corpus of conversations its agents conduct with scammers, augmented by the foundational research conducted by Kaafar at Macquarie University. This iterative learning process ensures the AI agents remain at the forefront of scammer tactics, continually adapting and improving their deception capabilities.

Scaling Deception for Good: Investment and Global Ambitions

Investors are clearly recognizing the immense potential in turning the tables on scammers. Apate.ai recently secured $8.15 million in seed funding in August, with participation from prominent firms including Lobby Capital, OIF Ventures, Investible, Concept Ventures, and Baobab Ventures. This latest round brings the 20-person company’s total funding to just under $10 million. Brad Joffe confirmed that these funds are earmarked for aggressive product development and a significant international expansion, including the establishment of a new office in London and a substantial push to build a larger presence in the critical U.S. market.

The startup is also making waves on the industry stage, notably as one of the finalists at this year’s Startup Battlefield 200 at TechCrunch Disrupt, taking place through Thursday, October 15. This platform provides a crucial opportunity to showcase its innovative solution to a global audience, further solidifying its position as a leader in anti-fraud technology.

The “Apate” Ethos: Celebrating Scammer Frustration

Fittingly, the company derives its name from Apate, the Greek goddess of deception. “It felt appropriate given what our agents do,” remarks Joffe. The culture within Apate.ai is as unique as its mission. Joffe reveals that the company even incorporates instances of scammers swearing at their bots into their pitch materials. “We track that as a sign of frustration and every swear word gets celebrated by us at Apate. We are probably one of the only businesses in the world that celebrates when people swear at our product.” This lighthearted, yet deeply purposeful, approach underscores their commitment to frustrating fraudsters and ultimately, protecting potential victims.

Bottom Line

Apate.ai represents a paradigm shift in the fight against online fraud, leveraging advanced AI to proactively engage and outsmart scammers. By turning the tools of deception against their creators, the company provides invaluable, real-time intelligence that empowers institutions to build more robust defenses. As AI continues to evolve, both as a threat vector for criminals and a powerful tool for prevention, Apate.ai’s innovative strategy positions it as a crucial player in securing the digital landscape, offering a compelling vision for a future where the good guys finally get ahead of the bad.