Interpol Says AI-Assisted Operation Has Identified 126 Suspected Foreign Terrorist Fighters So Far

The takeaway: Interpol says a five-day operation in June used AI agents and AI-generated scripts to sift more than 108,000 facial images taken from jihadist groups' own published content, and that 126 suspected foreign terrorist fighters have been identified from the images processed so far, which included images from a dataset supplied by Interpol's Baghdad bureau. Interpol calls it a first-of-its-kind operation to disrupt terrorist networks in the digital domain. It says trained officers and analysts reviewed and verified the AI-generated output, and that the narrowed set was made ready for processing through its Facial Recognition System.

What happened

According to Interpol's announcement on 18 September:

• Operation Shams II ran from 1 to 5 June 2026 in Tunis, Tunisia. It brought together 28 specialised officers and experts from 11 countries: Côte d'Ivoire, Ghana, Iraq, Kenya, Malaysia, Nigeria, the Philippines, Qatar, Tajikistan, Tunisia and Uzbekistan.
• Officers extracted 108,076 facial images from visual content published by jihadist groups.
• Interpol says "programmed AI agents and advanced AI-generated scripts" automated parts of the data collection and investigative work, including removing duplicates and checking image quality. That narrowed the set to 6,362 unique, high-quality facial images, which Interpol says were then ready for processing through its Facial Recognition System.
• Interpol's National Central Bureau in Baghdad added a large intelligence dataset on terrorism suspects, which Interpol says contributed hundreds more images.
• 126 foreign terrorist fighters, in Interpol's term, have been identified "to date" from the processed images. Interpol says the matches will add to existing intelligence on suspects, including possible locations and social networks, and the data is being fed into its databases.

Where the leads are going

Interpol says leads from the operation are already supporting judicial proceedings in participating countries, including one case against two suspected foreign terrorist fighters who are currently detained. It adds that thousands more images have yet to be processed and that further comparisons "may identify additional leads".

The operation also used cryptocurrency-tracing tools. Interpol says this led to three urgent requests to a virtual asset service provider to disclose customer data, aimed at disrupting terrorist financing.

Separately, participating countries met representatives of the online gaming industry to discuss youth radicalisation in online environments.

The human check

Interpol says AI-generated output "was subject to review and verification by trained officers and analysts" under Interpol's Rules on the Processing of Data. In our reading, that means the AI did the bulk sorting and trained staff reviewed what it produced.

María Carmen Muñoz González, Interpol's Director of Counter-Terrorism, said: "The success of Operation Shams II demonstrates the value of combining international law enforcement cooperation with responsible AI-assisted analytical capabilities."

Why it matters

In our reading, this is one concrete example of how AI agents are being used in policing. In Interpol's description, their job was deduplicating and quality-checking images, not the matching itself. They handle the volume problem: turning a six-figure pile of images from jihadist groups' published content into a few thousand usable faces that an existing matching system and human analysts can work through.

Two things are worth keeping in view. First, every figure here comes from Interpol's own announcement, and we have not been able to verify it independently. Second, Interpol describes the identifications as matches that will enrich existing intelligence on suspects. That isn't a conviction. The one case Interpol names involves two suspects who are currently detained.

The operation was carried out under the CT TECH+ Project, which Interpol says is funded by the European Union's Foreign Policy Instruments and supported by the United Nations Office of Counter-Terrorism.