Developers
LATENT LINGUIST
True real-time translation, on device
Speak, listen, and read in the field without relying on connectivity or an interpreter.
OVerview
Clear, continuous, and entirely offline with on-device AI translation.
Maintain mission tempo in any environment with natural, human-level translation at the edge.
Whether on patrol, at a partner-force checkpoint, in an embassy interview room, or supporting humanitarian relief, U.S. personnel need to communicate clearly and securely without relying on the cloud, a network, or an interpreter. Language barriers slow tempo, increase risk, and create friction in environments where every decision matters.
Latent Linguist provides true, real-time speech-to-speech translation. It runs entirely on rugged, low-SWaP hardware, with expandable languages, and on-device text and visual translation.
Test Latent Linguist in your environment
Experience real-time, natural communication firsthand in your operations.
ideal for
U.S. personnel, officers, and teams that need to communicate clearly, wherever they are.
operational credibility
Built for the operator at the edge
“After 9 conflicts and 7 languages, I wanted to see something to help the SOF Operator at the edge. No matter what languages you know or how well you know them, there is always more to learn, and we often get sent where we don’t speak the lingo, and that’s where Latent Linguist comes in.
I’m grateful to our Military & Tech Partners, who worked together to create this paradigm shift. This is the device I would bring to any battle, boardroom, private meeting, or remote setting.”
Mykel Hawke, Retired 18A, CPT
Former 18D, 18E, 18F, SFC
ABOUT LATENT LINGUIST
High-performance, offline translation anywhere you need it
Latent Linguist delivers secure, real-time AI translation on flexible hardware, enabling mission-ready communication anywhere, anytime.
at a glance
Key capabilities
Latent Linguist delivers secure, high-performance AI translation at the edge, built to run anywhere and keep operators connected.
- Connectivity: Fully offline, air-gapped capable.
- Latency & Accuracy: <250 ms average; human-level conversation, tested in the field with experienced operators.
- Security: AES-256 encryption for assurance of secure communications.
form factors
Hardware options for every mission
Pick the hardware that fits your mission while running the same software everywhere.
- Portable / Wearable: Shoulder-mounted or chest-rig GPU hub with headset
- Desktop / Kiosk: Plug-and-play edge module for interview rooms
- Vehicle / Command Mount: Integrated with tactical compute nodes
- Fixed Facility: Rack-mount edge server supporting multiple speakers and microphones
benefits
What Latent Linguist delivers
Speed: On-device AI enables natural, human-level conversation flow in real time.
Secure: All translation happens locally, so classified and sensitive dialogue stays protected.
Multi-modal translation: Translate speech, text, and signage instantly, all on-device.
Multilingual translation: Supports different languages and dialects, with easy expansion for new ones.
Scalable: Language packs and model updates deploy quickly over secure local networks.
Interoperable & flexible hardware: Runs on rugged, low-SWaP devices with an open API for integration in any operational environment.
Reduced reliance on linguists: Cuts dependency on contract linguists and lowers training overhead.
at a glance
Key capabilities
Latent Linguist delivers secure, high-performance AI translation at the edge, built to run anywhere and keep operators connected.
- Connectivity: Fully offline, air-gapped capable.
- Latency & Accuracy: <250 ms average; human-level conversation, tested in the field with experienced operators.
- Security: AES-256 encryption for assurance of secure communications.
form factors
Hardware options for every mission
Pick the hardware that fits your mission while running the same software everywhere.
- Portable / Wearable: Shoulder-mounted or chest-rig GPU hub with headset
- Desktop / Kiosk: Plug-and-play edge module for interview rooms
- Vehicle / Command Mount: Integrated with tactical compute nodes
- Fixed Facility: Rack-mount edge server supporting multiple speakers and microphones
benefits
What Latent Linguist delivers
Speed: On-device AI enables natural, human-level conversation flow in real time.
Secure: All translation happens locally, so classified and sensitive dialogue stays protected.
Multi-modal translation: Translate speech, text, and signage instantly, all on-device.
Multilingual translation: Supports different languages and dialects, with easy expansion for new ones.
Scalable: Language packs and model updates deploy quickly over secure local networks.
Interoperable & flexible hardware: Runs on rugged, low-SWaP devices with an open API for integration in any operational environment.
Reduced reliance on linguists: Cuts dependency on contract linguists and lowers training overhead.
resources
Explore how Latent Linguist delivers secure, real-time translation at the edge.
Bring natural communication to your operations
Request a walkthrough to see how Latent Linguist keeps your team communicating naturally and securely in the field.
FAQ
AI Translator Device FAQs
How does Latent Linguist work without a network or the cloud?
All translation happens on-device using AI-powered edge platforms. No internet connection is required, and no data leaves the system, ensuring secure, offline operation anywhere.
Which languages and dialects are supported?
Latent Linguist provides broad language support across Russian, Ukrainian, Mandarin (military vocab), Thai, Japanese, and Spanish, with 12 more in development. New language packs can be deployed quickly over secure local networks.
Can I use the Latent Linguist AI on multiple types of devices?
Yes. Latent Linguist runs on rugged translation devices, portable wearables, handheld translators, tablets, vehicle/command-mounted systems, desktop/kiosk units, and fixed facilities, all using the same software. Deploy on your own solution or package hardware and software from Latent AI.
How fast and accurate is the AI translation?
On-device AI delivers live translation in your native language (<250 ms latency) so you can communicate at a natural conversational pace.
What security protections are in place?
All modalities are encrypted for security with the option to include added model encryption and watermarking, ensuring defense-grade protection for sensitive voice translation and compliance with DoD security requirements.
What is multi-modal translation?
Latent Linguist supports two-way translation across speech, text-to-text, and OCR, enabling natural communication through an on-device voice translator and visual text recognition.
How easy is it to update or expand?
New languages and models are optimized for real-world scenarios, with secure updates that allow rapid deployment for evolving missions in any foreign country. Language packs and model updates deploy in minutes over secure local networks, allowing rapid scaling without cloud access. More languages can be developed for deployment in approximately 4 months.
Can it integrate with existing operational systems?
Yes. The system runs on low-SWaP devices and includes an open API for integration into any operational environment or network.
How does it reduce reliance on human linguists?
Latent Linguist uses true speech-to-speech translation, allowing operators to talk, listen, and read in multiple languages on the move, reducing the need for professional interpreters and training overhead.
When can my team test or deploy Latent Linguist?
Prototype evaluation units are available for pilot deployments, with full system integration. Commercial versions are configurable for civil government and secure enterprise use.
How does Latent Linguist support live, in-person conversations?
Latent Linguist keeps context intact during in-person interactions by combining real-time transcription with clear translated audio in the target language, enabling smooth, natural communication without interrupting the flow of conversation.
Book a Custom Demo
Discover how Latent Linguist allows you to operate without relying on human linguists.
Schedule a personalized demo today.