Scam.ai and Qualcomm: Alliance Against Deepfakes

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Key Takeaways

1Scam.ai partners with Qualcomm to launch Halo, a deepfake detection model that operates on-device.

2Halo works locally on computers, without the need for cloud infrastructure, thanks to Qualcomm.

3Deepfake fraud has increased by 2000% in three years, raising concerns among HR and executives.

💡Why it matters — This partnership enhances the security of video calls, a critical issue for businesses in light of the rise of deepfakes.

A Strategic Partnership for Video Call Security

On June 29, 2026, in San Francisco, Scam.ai announced a strategic collaboration with Qualcomm, marked by the launch of Halo, an innovative deepfake detection model. This announcement took place during Computex 2026 in Taipei, where Scam.ai was showcased at Qualcomm's booth in the section dedicated to Agentic AI. This initiative aims to integrate the latest deepfake detection technologies directly onto devices, particularly for live video calls.

Dennis Ng, co-founder of Scam.ai, emphasized the urgency of the situation: “Deepfakes now represent a major threat to businesses, rendering traditional security measures obsolete once an individual is compromised.” By enabling secure and private verification of videos directly on the device, Scam.ai hopes to stop attacks at their source.

Local Operation Thanks to Qualcomm

The partnership with Qualcomm is crucial for Scam.ai, as it allows Halo to leverage the resources of the device ecosystem and benefit from optimization support. Thus, Halo can operate locally on personal computers, eliminating the need for cloud infrastructure. This model discreetly runs in the background of any video conferencing session, detecting and reporting synthetic or AI-generated videos in real time. Halo is specifically optimized for devices equipped with Qualcomm technologies and is designed for desktop computers.

A Concern for Professionals and Businesses

Human resources and recruitment teams conducting video interviews, as well as high-level executives such as CEOs, CFOs, and venture capital investors, are particularly affected by this technology. Identity fraud during video interviews is a well-documented risk. In fact, only 31% of HR leaders feel equipped to detect such fraud, while attempts at deepfake fraud have surged by over 2,000% in the past three years.

Key Features of Halo

Real-time Detection: Halo identifies synthetic videos during a live call, providing immediate protection.
On-device Processing: All video footage is processed locally, ensuring that nothing leaves the user's computer.
Passive Operation: The model operates in the background, without disrupting existing call workflows.

Halo will be available starting June 2026. Scam.ai plans to announce additional details on enterprise integration and other platform partnerships in the coming months.

Scam.ai: A Trusted Solution for Businesses

Scam.ai positions itself as the go-to real-time deepfake detection platform for businesses, aiming to secure their critical interactions. With a proprietary AI engine operating on-device, Scam.ai helps organizations identify synthetic and AI-generated videos before fraud occurs. This is particularly relevant in the fields of recruitment, executive communications, and high-stakes financial calls.

Based in San Francisco and backed by leading investors, Scam.ai is on a mission to make every human interaction trustworthy. For more information, visit their official website at http://www.scam.ai.