Case Study

Unlocking Opportunity

Customer and Challenge Faced:

As part of its digital transformation, our Defense and maritime customers are generating vast amounts of data across platforms and operations. However, unlocking the full value of this data requires overcoming challenges in ingestion, storage, transformation, and utilization. Our customers needed scalable, secure, and mission-focused solutions to apply AI/ML technologies effectively — particularly in complex operational environments requiring maritime domain awareness.

VTG Solution Provided:

VTG has delivered end-to-end AI/ML capabilities to help harness data and enhance operational decision-making.

Key Highlights:

  • Scalable Data Architecture: Developed a pipeline to ingest and prepare data from disparate sources and security levels using automated wrangling and data catalogs.
  • AI/ML Readiness and Application Development: Prepared systems and data for AI/ML integration and built custom user interfaces and mission-focused applications.
  • Rapid Deployment of MEDUSA: Designed and deployed an advanced Machine Learning algorithm in under 90 days identifying anomalous vessel behavior using AIS data.

Outcomes Achieved:

VTG’s solutions are accelerating the ability to apply AI/ML in tactically relevant operational environments. Our application enhances maritime situational awareness by detecting abnormal vessel trajectories in real time, improving threat detection and response. VTG’s scalable architecture and rapid development approach help turn raw data into actionable insights, strengthening the competitive edge in the modern battlespace.

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