AHOY Machine Studio

Physical AI
infrastructure for the real world.

We build the intelligence layer that lets machines see, hear, understand, and act. On your infrastructure.

<100ms LATENCY

DATA STAYS WITHIN YOUR PERIMETER

COMPOSABLE, PICK WHAT YOUR NEED

Explore the Stack

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Why it matters

What AHOY Builds

Perceive

Cloud-agnostic

Understand

On-premises

Create

On-cloud

Orchestrate

On-edge

Navigate

Peer-to-peer

Navigate

Peer-to-peer

Protect

Cyber Intelligence

We took Ai Off the screens

The AHOY Machine Studio stack is four layers working as one, turning real-world signals into action in under 100 ms, running wherever you need them.

1.0

Perception

Captures and reads huge amounts of vision, audio, and sensor data in real time where other AI fails. Lightweight sensing right at the edge, across video, audio, and sensors at once.

Interpretation

AVML

Audio Kit

Inputs

Geo data

Cameras

Microphones

Sensor feeds

2.0

Reasoning

Builds real-world context with knowledge graphs and logic using large volumes of data without hallucinating. Accurate, context-aware understanding, tuned to your data and your specific use case.

Data intelligence

GraphRAG

Knowledge graphs

Models

LLMs

Vision models

Speech models

3.0

Decisioning

Weighs the situation and picks the best action at the

speed the moment demands. Real-time, machine-speed decisions with no human bottleneck.

Weighs the situation and picks the best action at the speed the moment demands. Real-time, machine-speed decisions with no human bottleneck.

Capabilities

Agentic intelligence

Routing & optimization

Simulations

4.0

Execution

Orchestrates assets and workflows live: Closing the loop from sensing to real-world impact, built to plug into the systems you already run.

Capabilities

Orchestration engine

Workflow automation

Human-in-the-loop

5.0

Hardware & infrastructure

Runs where you want it to: The cameras, sensors, and compute the intelligence runs on can be on-edge, on-prem, or on-cloud.

Compute

Edge

On-prem

Cloud

Cameras & sensors

Run it wherever your use case needs it

Edge

On-prem / air-gapped

Sovereign / private cloud

Public cloud

Deployment

You already built your world. Now keep it.

The most common objection to new infrastructure is also the most honest: "I've already built everything, I can't start over." You don't have to. AHOY is cloud-agnostic and meets your stack where it is, so own your intelligence and keep building the way that suits you.

_01

Cloud-agnostic

No lock-in. Runs across any provider, or none.

_02

On-premises

Fully on your own hardware, air-gapped if needed.

_03

On-cloud

Scalable compute for non-sensitive workloads.

_04

On-edge

On-chip inference for instant, offline decisions.

_05

Peer-to-peer

Distributed coordination: only weights shared, never data.

_01

Cloud-agnostic

No lock-in. Runs across any provider, or none.

_03

On-cloud

Scalable compute for non- sensitive workloads.

_05

Peer-to-peer

Distributed coordination: only weights shared, never data.

_02

On-premises

Fully on your own hardware, air-gapped if needed.

_04

On-edge

On-chip inference for instant, offline decisions.

Where it's deployed

This isn't the future. It's already running.

AHOY's Physical AI OS is in production today, across some of the most demanding environments there are. Each asks something different of the real world. AHOY already delivers it.