AHOY Machine Studio

Physical AI
infrastructure for the real world.

Enabling perception > decisioning > action in under 100 milliseconds.

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Why it matters

What keeps AI stuck on the screens?

Two limitations that affect optimization and security.

// 01

Latency

Cloud AI sends questions to a far away data center and waits for an answer when the moment's already gone. Touch a hot stove and your body reacts before your brain even thinks. Real-world AI needs that same reflex, running right where things happen: on the edge.

// 02

Data sovereignty

On the cloud, your data sits on someone else's computers. You're renting, not owning. The usual trade-off: give up your data, or skip AI. AHOY does neither. The AI runs where you want it to, either on cloud or on your own hardware so your data never leaves the building.

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.

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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.