Sailors perform maintenanceSailors perform maintenanceLENS Logo

Focus on machinery health, not infrastructure engineering

LENS is a small, modular, smart sensor with chip-integrated AI for condition-based maintenance (CBM) applications in rugged environments.

The Lens advantage

LENS was designed to bring flexible, AI-enabled data collection and analysis to rugged environments at the extreme edge. LENS enables condition-based maintenance (CBM) programs to capture the promise of AI machinery optimization.

AI-optimized hardware: LENS utilizes a highly optimized processor capable of running convolutional neural networks (CNNs) with extremely fast inference times and ultra-low power consumption to support real-time analysis of high-frequency CBM data.

Scalability: LENS performs analysis at the source of data collection, ensuring only analysis results and relevant data segments are sent over the network. This dramatically reduces the bandwidth and storage infrastructure required to enable CBM monitoring across many assets.

Modular Design: LENS combines a primary processor “motherboard” with three modular “daughterboards” that can include any combination of sensor modalities and wired or wireless network interfaces—allowing the basic LENS design to support nearly limitless configurations.

Adaptability: The combination of optimized processing, point-of-collection data analysis, and a modular design that can support a variety of data modalities and network configurations means LENS can operate as a standalone CBM device or as a more powerful endpoint for existing CBM systems.

Advanced ai, where you need it

What can lens do for you

The adaptability of LENS means it can serve a wide variety of CBM applications in both the commercial and defense sectors.

Expand CBM Coverage: Adding LENS to your machinery allows you to rapidly expand CBM coverage without taxing your existing network, compute, or storage infrastructure.

Connectivity Challenged Environments: Whether you are monitoring machinery clustered in the hull of a ship or in oil fields spread across the country, LENS can adapt to your connectivity challenges to keep your machinery healthy.

meet the LENS team

Headshot of Zac Staples
Zac Staples
Chief Executive Officer
Headshot of Scott Carey
Scott Carey
Lead Electronics Engineer

When Can I Get LENS

The first LENS prototype is currently in the final stages of testing in collaboration with Baylor University. A second prototype featuring reduced size, weight, and power (SWaP) is currently under development and will be ready to undergo field testing in relevant environments by 2026.

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