Lexset

Categories: Automation / Agents, Data Analysis, Coding & Developer Tools | Pricing: Enterprise | Official Website ↗

Lexset provides AI-powered perception systems (Sentinel) for real-world intelligence and synthetic data generation (Seahaven) for training.

Lexset offers two core products: Sentinel and Seahaven. Sentinel is an end-to-end perception system that processes raw sensor feeds, performs detection, tracking, reasoning, and geolocation, then generates decision-ready reports. It is sensor-agnostic and can be deployed at the edge, on-premise, or in the cloud, configurable for various domains like defense ISR, infrastructure inspection, and long-dwell monitoring. Seahaven is a parametric 3D engine that generates photorealistic, fully annotated synthetic training data on demand. It provides pixel-perfect ground truth labels and allows control over scene distributions, including lighting, weather, and sensor noise. Seahaven is used by enterprise computer vision and machine learning teams to create datasets quickly, especially for rare failure modes or new sensor types where real-world data is scarce. Both products can operate independently or together, with Seahaven enhancing Sentinel's performance in novel scenarios.

Key Features

End-to-end perception system (Sentinel)
Automated report drafting (SALUTE, condition summaries)
Geolocation for every detection
Reasoning across frames
Sensor-agnostic input
Edge, on-prem, and cloud deployment
Parametric 3D synthetic data generation (Seahaven)
Photorealistic, fully annotated datasets

Pros

Generates decision-ready intelligence rapidly (<60s)
Provides auditable reports with evidence citations
Highly configurable for diverse missions and domains
Supports deployment in environments with limited network access
Seahaven accelerates dataset generation significantly (12x vs. conventional)
Seahaven provides 100% ground truth labels for training data

Cons

No public pricing information available
Requires specialized knowledge for deployment and configuration
Focuses on specific high-stakes industries (defense, infrastructure)
No mention of a free plan or trial

Use Cases

Full-motion video intelligence for ISR
Drone-based tower, transmission, and solar inspections
On-orbit perception and space situational awareness
Perception for industrial and robotics applications
Generating training data for rare events or new sensors

Best For

Defense and intelligence organizations
Infrastructure inspection companies
Enterprise ML and CV teams needing synthetic data
Organizations requiring real-time perception in challenging environments

Integrations: Firestorm, CoT, GIS, BIM, CMMS, PyTorch, TensorFlow

Platforms: Web, Edge, On-premise, Cloud

Watch demo on YouTube ↗

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