Powering Intelligence from Seafloor to Surface

Reduce manual workloads by over 90%

FeatureLab is AI for mission-critical operations: accelerate detection, classification, and decision-making with multi-sensor intelligence,  delivering faster insight and decisive operational advantage across every domain.

Sensor-agnostic AI
Real-time detection
Operator-ready tools

Modernizing Maritime Intelligence at Scale

Sensors are improving, missions are expanding, and data volumes are exploding-- yet analysis tools haven’t kept up. Teams need a platform that turns complex sensor data into reliable intelligence, fast.

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Accelerate detection and classification

Leverage advanced AI to detect obstructions, hazards, and anomalies instantly, supporting rapid response in dynamic maritime environments.

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Sensor-agnostic AI for any platform

Deploy advanced perception across AUVs, ROVs, and surface systems. Integrate seamlessly with any maritime sensor suite for real-time operational advantage.

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Operator-ready, no-code environment

Empower mission teams to build, test, and trust AI models—no data science expertise required. Shorten cycles from data to decision.

Accelerating Intelligence with FeatureLab

Transform raw maritime data into actionable insights. FeatureLab delivers real-time detection, classification, and decision support for mission-critical operations—empowering operators to act with speed and confidence.

Multi-sensor, multi-domain support

Seamlessly integrate acoustic, optical, and other data types

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Explainable AI

Confidence scoring, auditability, and more

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Adaptable workflow

Operate fully offline, in your cloud, or at the edge

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lightweight scriptability

Command line functionality for analysis at scale

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Operator Ready Tools

FeatureLab allows you to train models tailored to your exact conditions—whether you're working with sidescan sonar, multibeam, or remote sensing imagery. With an intuitive UI and transparent performance tracking, FeatureLab puts powerful AI in the hands of those who know the data best.

Load and Review Your Data

Quickly import sonar imagery, point clouds, or other supported data formats—no conversions or preprocessing required. FeatureLab makes it easy to organize, explore, and inspect your data before annotation, giving you full visibility into what’s been collected and where to focus your efforts.

Annotate Your Data

Use FeatureLab’s streamlined interface to annotate sonar imagery with bounding boxes, segmentation masks (coming soon), and classification tags. Built for high-volume workflows, our tools support object-level metadata, multi-class annotation, and automated validation—making it easy to build training-ready datasets for complex environments.

Train and Evaluate Your Model

Generate high-performing models with just a few clicks—no coding required. FeatureLab automatically selects the right architecture based on your data type and task, then trains custom AI models tailored to your environment. Evaluate performance with detailed metrics and class-level breakdowns to ensure your model meets mission requirements.

Deploy and Monitor

Seamlessly deploy your trained models to local servers, with edge device and cloud support coming soon. FeatureLab supports flexible export options and integrates with your existing infrastructure, making it easy to put AI into action. Monitor results, collect new data, and retrain as your environment evolves.