How CARICOM IMPACS Used Maritime AI™ to Seize 153 Bales Containing 4,841 kg of Cocaine

Introduction

Drug trafficking remains one of the most persistent threats to Caribbean security, taking advantage of vast maritime routes and fragmented enforcement efforts. Against this backdrop, the Caribbean Community (CARICOM) Implementation Agency for Crime and Security’s (IMPACS) Maritime Unit faced a familiar challenge: detecting and disrupting increasingly sophisticated smuggling operations before they reached shore.

With Windward’s Maritime AI™ platform, the Unit was able to turn scattered signals into clear, actionable intelligence. This led to the interdiction of a vessel off Barbados carrying 153 bales of cocaine in July 2025 — an operation that highlighted both the impact of behavioral analytics and the importance of regional coordination in counter-narcotics enforcement.

Operation Context

The vessel was initially flagged in Windward for several behavioral anomalies, including unusual course deviations, extended loitering in high-risk areas and irregular voyage patterns inconsistent with its declared activity. These red flags prompted analysts to conduct further cross-checks, which revealed corroborating indicators of suspicious activity.

Following confirmation of risk indicators, the Maritime Unit elevated it to a “Vessel of Interest” and compiled a detailed target package. This intelligence was disseminated to regional and international partners, ensuring coordinated awareness. A law enforcement partner was identified as the optimal actor to conduct the boarding based on proximity, operational capacity and readiness. Their successful interdiction near Barbados led to the seizure of 153 bales containing 4,841 kg of cocaine, preventing the drugs from reaching their intended market.

Challenges Before Windward

Since its establishment in 2021, the Maritime Unit, in its continuous effort to strengthen regional security and interdiction capabilities, recognized critical areas for technological advancement. Before the integration of advanced platforms like Windward, the Unit focused on overcoming significant operational complexities inherent in coordinating security across multiple sovereign jurisdictions including:

• Fragmented Data Sources: Operations often involved managing data from diverse, multi-jurisdictional sources. This presented a continuous need to build a single, unified operational picture to ensure swift and accurate decision-making across the Region. 
  
• Limited Behavioral Insights: While traditional static data (such as vessel type and ownership) provided a baseline, the Unit sought to move toward proactive security measures. This required advanced technology to identify subtle, non-obvious behavioral shifts, which was a necessary evolution for detecting sophisticated illicit maritime traffic.
• AIS Manipulation: The Unit recognized the persistent challenge of criminal actors exploiting technological vulnerabilities, particularly through the manipulation or suppression of Automatic Identification System (AIS) data. Addressing these dynamic evasion tactics was prioritized to ensure that surveillance and interdiction opportunities were maximized.

These complexities underscored the imperative to invest in superior technologies and refined processes, ensuring the Maritime Unit could accelerate interdiction success rates and enhance effective regional coordination against highly adaptive criminal networks.

Solution: Windward’s Maritime AI™ Combined with Highly Skilled and Trained Analysts

The introduction of Windward’s platform transformed the Unit’s approach with the provision of:

• Behavioral Analytics: Advanced algorithms detected voyage anomalies that would otherwise go unnoticed.
• Automated Alerts: Watchlist notifications enabled analysts to rapidly identify high-risk targets without manually sifting through data.
• Voyage Reconstruction: The platform retraced vessel movements, creating a detailed behavioral profile and strengthening the credibility of shared intelligence packages.

Together, these capabilities enabled the Unit to act with speed and precision, reducing response timelines and directly supporting law enforcement’s successful boarding.

Results & Lessons Learned

The interdiction delivered both immediate results and long-term strategic insights such as:

• Successful Drug Seizure: 153 bales, containing 4,841 kg of cocaine, were removed from circulation, a significant disruption to transnational organized crime networks.
• Proof of Concept: The operation validated that behavioral analytics and timely intelligence-sharing directly drive interdiction success.
• Smuggling Tactics Identified: The case highlighted techniques such as short AIS gaps, clean port calls to reduce suspicion, and deceptive course alterations.
• Strengthened Coordination: Collaboration between CARICOM IMPACS, Windward, and the French Navy demonstrated the power of a unified regional response.
  

These lessons are shaping future refinements, including faster vessel designation, optimized partner tasking, and enhanced training in behavioral analysis.

Key Takeaway

The vessel interdiction showcases how behavioral analytics, supported by timely and coordinated intelligence-sharing, can transform maritime operations from reactive responses into proactive, intelligence-led actions. By leveraging platforms like Windward, CARICOM IMPACS is strengthening its role as the regional hub for maritime intelligence — increasing interdiction success rates, improving preparedness and building resilience against evolving trafficking networks.

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