Orders-of-Magnitude Smaller AI for Mission-Critical Edge Operations
We deliver deployable, ultra-compact AI models purpose-built for defense and edge environments — where compute is scarce, connectivity is unreliable, and every millisecond counts.
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The Problem
The Edge AI Gap in Defense
Modern defense missions increasingly depend on real-time AI decision support — at the sensor, on the platform, in the field. But today's state-of-the-art models were designed for data centers, not dismounted squads or autonomous vehicles. The result is a critical capability gap that leaves warfighters without the AI tools they need most.
Compute & Power Constraints
Edge platforms — UAVs, ground sensors, wearables — carry strict SWaP budgets. Conventional AI models demand GPU clusters and kilowatts of power that simply don't exist in the field.
Latency & Bandwidth Constraints
Tactical networks are congested and unreliable. Offloading inference to the cloud introduces unacceptable latency and creates exploitable dependencies in contested environments.
Disconnected Environments
DDIL conditions — Denied, Degraded, Intermittent, and Limited connectivity — mean cloud-dependent AI is not an option. Intelligence must be generated locally, on the device.
Our Vision
Mission-Grade Edge AI, Built In-House. Deployed Locally.
Our vision is straightforward: make it effortless for defense organizations to build and deploy high-performance AI models that run entirely on local hardware — no cloud dependency, no massive infrastructure, no compromise on capability. Our technology compresses AI to orders-of-magnitude smaller footprints without sacrificing mission-critical accuracy, enabling genuine autonomy at the edge.
Core Technology
ChatoAI: Multi-Modal Intelligence at the Edge
At the heart of our technology is ChatoAI — a proprietary multi-modal edge AI platform designed from the ground up for constrained, disconnected deployment. Unlike scaled-down versions of consumer models, ChatoAI is purpose-engineered for tactical environments, delivering vision, audio, and language capabilities on hardware already present in your operational stack.
Vision
Object tracking & classification, visual question answering
Audio
Voice control models, speech transcription, tactical voice intelligence
Text
Summarization, data extraction, classification, local/on-prem LLMs
Use Case: Vision
Real-Time ISR at the Edge
ChatoAI's vision module brings full-spectrum image intelligence directly onto edge platforms — no uplink required. Designed for Intelligence, Surveillance, and Reconnaissance missions, it enables persistent, real-time situational awareness even in bandwidth-denied environments.
Object Tracking & Classification
Identify, track, and classify targets across video streams with low-latency inference on embedded hardware.
Visual Question Answering
Query imagery with natural language — "Is the gate open?" — and receive instant on-device responses without cloud round-trips.

Use Case: Audio
On-Device Tactical Voice Intelligence

Voice is the most natural interface in the field — and now it's AI-powered, fully on-device. ChatoAI's audio module delivers real-time speech processing without requiring any network connection, enabling hands-free AI interaction in the most demanding environments.
Voice Control Models
Enable operators to command systems, query databases, and navigate interfaces using natural spoken language — even under noise and stress.
Speech Transcription
Accurate, real-time transcription of tactical communications for logging, analysis, and after-action review — fully local, fully secure.
Use Case: Text
Organizational AI Models — Local, Private, On-Prem
ChatoAI's text intelligence module brings large language model capabilities into air-gapped and on-premises environments. Defense organizations can run powerful summarization, extraction, and classification workflows on internal infrastructure — keeping sensitive data completely off public networks.
Summarization
Distill lengthy reports, SITREPs, and intelligence feeds into concise, actionable briefs — automatically.
Data Extraction
Pull structured information from unstructured documents, logs, and communications at scale.
Classification
Automatically tag, route, and prioritize documents and messages by content, urgency, or relevance.

Why Y.M.R Tech
Built for the Realities of Tactical Deployment
Our technical approach is fundamentally different from defense AI vendors who adapt consumer models for military use. We engineer from first principles — optimizing for the physical, connectivity, and security constraints that define real operational environments.
Ultra-Low Footprint
Models sized to run on the compute already embedded in your platforms — no hardware upgrades required.
Air-Gap Ready
Zero cloud dependency by design. Full inference capability in DDIL and fully disconnected environments.
Real-Time Performance
Latency optimized for time-sensitive decisions — from sensor input to actionable output in milliseconds.
In-House Buildable
Defense organizations can train and fine-tune mission-specific models themselves, without external AI expertise.
Get in Touch
Ready to Close the Edge AI Gap?
Whether you're a defense program manager evaluating deployable AI solutions, or an edge systems engineer looking for platform-native intelligence, our rechnology is ready to engage. Reach out directly to discuss how ChatoAI can be integrated into your mission stack.
Phone
+972.547.530591
Location
Tel-Aviv, Israel