FBI uses Amazon Rekognition AI for surveillance under 'Project Tyr'

The FBI is utilizing Amazon Rekognition, a powerful image and video analysis AI, as part of a covert initiative codenamed "Project Tyr." The revelation comes via an updated AI use case inventory published by the Department of Justice (DOJ), exposing the agency's reliance on a tool that has long been a flashpoint for privacy advocates.

According to the DOJ's Agency Inventory of AI Use Cases, the FBI has integrated Rekognition to automate the identification of specific visual content. Specifically, the agency uses the tool to scan for and identify items containing nudity, weapons, and explosives. The disclosure was first brought to light by FedScoop, highlighting a gap between the FBI's operational capabilities and its public transparency regarding surveillance technology.

The Rekognition Controversy

Amazon Rekognition is a cloud-based service capable of sophisticated facial recognition and object detection. The software has faced intense scrutiny over its accuracy and the potential for systemic bias, particularly in identifying people of color. In response to mounting pressure over civil liberties, Amazon announced a moratorium in 2020 on the use of its facial recognition technology by police departments.

However, the "Project Tyr" disclosure underscores a critical distinction in how these policies are applied. While Amazon restricted local law enforcement, federal agencies often operate under separate procurement frameworks and disclosure rules. As FedScoop noted, this disclosure arrives years after Amazon's public commitment to limit police access to the software, suggesting that federal contracts may have remained exempt from the corporate moratorium.

Implications for Transparency

The use of high-capacity surveillance AI by the FBI without proactive disclosure raises significant concerns regarding government transparency. By embedding these tools into federal workflows under codenames, the government can deploy powerful monitoring capabilities without the public debate or legislative oversight typically associated with new surveillance powers. This creates a risk of warrantless surveillance and the normalization of AI-driven policing without established legal guardrails.

Furthermore, the situation exposes a disconnect between corporate public relations and actual government partnerships. While Amazon positioned itself as a protector of civil liberties by pausing police sales, the continued operation of Project Tyr suggests that the company's federal business interests may outweigh its public-facing ethical commitments.

What Remains Unclear

While the DOJ inventory confirms the existence of Project Tyr, several questions remain. It is currently unclear how many images or videos the FBI has processed using Rekognition or the specific legal justifications used to authorize the scanning of this data. Observers will be watching for further updates to the DOJ's AI inventory to determine if other federal agencies are employing similar undisclosed tools or if the FBI intends to expand the scope of Project Tyr's detection capabilities.