EMBEDDED INTELLIGENCE
AI That Lives
On The Chip.
Embedded intelligence for OEM hardware — real-time, private, and cloud-independent.
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01
CURRENT LIMITATIONS
Why Intelligence Must Move to the Device.
If intelligence depends on the cloud, the device is not autonomous. Real-world systems require millisecond decisions, not round-trip network requests.
Latency is the enemy of autonomy.
Latency Requirements
Traffic signals and autonomous brakes cannot wait 200ms for a cloud inference response.
Bandwidth Constraints
Streaming raw 4K video to the cloud is cost-prohibitive and often physically impossible.
Privacy & Regulation
GDPR and surveillance laws increasingly forbid raw biometric data from leaving the capture device.
Reliability
Systems must function correctly even when the cellular network is down or jammed.
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02
DEPLOY AND SCALE
Designed for Embedded Reality
AHOY systems are designed to degrade gracefully, operate offline, and scale across millions of devices.
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03
THE AHOY ADVANTAGE
Hardware-Agnostic by Design
Optimized for constrained compute, memory, and power.
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04
LIMITLESS INTEGRATION POSSIBILITIES
Reference On-Chip Architectures
Smart Camera OEM
On-chip AVML inference
No raw video export
Traffic Light Controller
Local decision logic
Peer-to-peer coordination
Automotive System
Sensor fusion at edge
Deferred cloud sync
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05
AHOY'S OPERATIONAL LAYER
AHOY Technologies Available On-Chip
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06
ABSOLUTE DATA SOVEREIGNTY
Security Without External Trust
Even the manufacturer does not need to trust the device blindly.
Zero Trust On-Device
Strict component-level authentication within the device architecture.
ZKP-Validated Updates
Cryptographically prove that a model update is authorized and correct before applying.
Encrypted Pipelines
Data remains encrypted from sensor capture to inference result.
Immutable Audit Trails
Local, tamper-proof logs of all critical decisions made by the device.
Zero Trust
Enforcement Active
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07
THE AHOY ADVANTAGE
Why OEMs Partner with AHOY
Hardware Differentiation
Turn 'dumb' sensors into intelligent agents that command a premium.
Reduced Cloud Costs
Process 99% of data locally. Only pay for the insights that matter.
Privacy by Default
Sell to privacy-conscious markets with confidence.
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08
UNLOCK DEVICE CAPABILITIES
Embedded Horizons: What Else Becomes Possible
When you remove the cloud dependency, you unlock a new class of device capabilities.
Collaborative Swarm Intelligence
Drones or autonomous robots coordinating search-and-rescue patterns via peer-to-peer radio, without a central command server. Each unit runs its own G-RAG node, sharing findings and optimizing the search grid collectively in real-time.
Private Biometric Access
Secure facility doors that verify identity instantly without ever sending face embeddings to a database. The 'key' stays on the user's face, and the verification happens in the camera's secure enclave, ensuring that a database hack can never leak biometric data.
Predictive Industrial Health
Motors, turbines, and pumps that 'listen' to their own vibrations and temperature curves. They predict failure weeks in advance and autonomously schedule their own maintenance or adjust their load to prevent catastrophe—all without an internet connection.
Offline Real-Time Translation
Wearable devices that provide instant, private translation for diplomacy, medical aid in remote areas, or intelligence gathering. Nuanced language models run on-chip, preserving the context and privacy of sensitive negotiations.
