Machine Studio

Intelligence Infrastructure

Physical AI
infrastructure for the real world.

We build the intelligence layer that lets machines see, hear, understand, and act. In less than 100ms. On your premises.

<100ms LATENCY

DATA STAYS WITHIN YOUR PERIMETER

COMPOSABLE, PICK WHAT YOU NEED

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Why it matters

Why AHOY

The infrastructure AI needed to leave the screen.

Building infrastructure for humanity's next chapter.

Three assumptions are keeping AI off the physical world. AHOY breaks all three.

Explore what becomes possible

AHOY's stack

Explore what becomes possible

AHOY's stack

Explore what becomes possible

AHOY's stack

01 Latency

Edge-first. Under 100 milliseconds.

AI that thinks in the cloud acts in seconds, too slow for a camera, a vehicle, a factory floor. AHOY runs where your data is generated. The decision never waits for a round trip.

A marketplace of world-class components — APIs, frameworks, and libraries — that power today's

groundbreaking applications.

<100ms

inference latency vs. 1,000ms+ from cloud

Explore on-chip deployment

02 Sovereignty

Your perimeter. Your infrastructure. No call home.

Every cloud inference request sends your operational data to someone else's servers. For government, regulated industries, and critical operations, that is not acceptable. AHOY runs on your infrastructure, air-gapped if needed.

A marketplace of world-class components — APIs, frameworks, and libraries — that power today's

groundbreaking applications.

data exits your deployment perimeter

Explore sovereign deployment

03 Integration

Built to fit your stack, not replace it.

AHOY is designed to layer into what you already have: your cameras, your servers, your sensors, your data pipelines. You don't rebuild infrastructure to deploy it. You add intelligence to it.

A marketplace of world-class components — APIs, frameworks, and libraries — that power today's

groundbreaking applications.

Hardware-agnostic. Infrastructure-agnostic.

CAM-04 · Roundabout 3Live

Objects tracked—

Avg. speed—

FlowSmooth

Video egress0 B

City line · Call 2291In call

LanguageArabic → English

Response latency—

IntentPermit renewal

ActionBooked · 14:30

Query · Planning dept.Answered

“Which permits expire before Q1, and who owns them?”

Sources routed4 of 24

Structured accuracy97%

Citations6 · traceable

Cluster · On-premAir-gapped

Throughput—

APIOpenAI-compatible

Data egress0 B

Fleet · DispatchRouting

Requests / s—

Orders in batch40,000

Uptime SLA99.9%

Decoy 03 · TriggeredCaptured

14:02:11  ssh brute-force · decoy-0314:02:12  session isolated14:02:12  profile · 1 of 850+ patterns

Sessions logged—

False positives0

Solutions

What becomes possible.

AHOY is a horizontal intelligence stack. Six outcomes, one deployment model: every scene displayed runs at the source, inside the perimeter.

//01Intelligent Video

Real-time intelligence from every visual source.

Cameras already on the street become sensors. Every frame becomes structured, queryable data, processed at the source with no video egress.

Edge-nativeAny camera vendorMulti-stream

//02Voice AI Agents

Scale conversations without upping the headcount.

Spoken interactions are handled end-to-end, from transcription through reasoning to response. Every call becomes structured, auditable data.

85+ languagesSub-300 msFunction calling

//03Enterprise Knowledge AI

One question. Answered across every source you own.

A multi-agent system routes each question to the right document, database or system, and answers in plain language with full citation.

97% structured accuracy24+ connectorsCited answers

//04Private AI Infrastructure

Frontier AI, running inside your own infrastructure.

Large language models run on the client's own hardware behind an OpenAI-compatible API. No prompt or completion leaves the perimeter.

Air-gappedOpenAI-compatibleQuantized models

//05Geospatial Intelligence

Location intelligence without third-party exposure.

Maps, geocoding, routing and fleet optimization run in one self-contained deployment. Route data and asset positions stay in-house.

30,000+ req/s99.9% uptime40,000 orders / batch

//06Cyber Intelligence

Deception infrastructure that makes attackers reveal themselves.

Decoys that behave like production assets sit inside the live network. Every alert corresponds to confirmed attacker behavior.

350,000+ sessions250+ zero-days0 false positives

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Six solution areas, ready to propose.

See all solutions

// 04 BUILD WITH AHOY

The stack that makes it possible.

Composable capabilities, one shared architecture. Built to integrate and connect with your existing systems and hardware.

PERCEIVE

Vision AI

Real-time video intelligence. Object detection, tracking, multi-camera. Edge-native.

PERCEIVE

Audio AI

Speech-to-text, text-to-speech, voice agents, and speaker ID in 85+ languages.

Understand

Data Intelligence

Enterprise data understanding via natural-language queries across documents, databases, and systems.

Understand

LLM Infrastructure

Private language-model inference on your hardware, with GPU optimization and air-gapped deployment.

Create

Generative AI

Image and video generation with multi-provider abstraction, failover, and safety built in.

ORCHESTRATE

Intelligent Orchestration

Event-driven workflows connecting every capability through the NEXUS bus and autonomous agents.

NAVIGATE

Geospatial Engine

Maps, geocoding, routing, and fleet intelligence at 30,000+ requests per second, with self-hosted options.

PROTECT

Cyber Intelligence

Active deception and attacker profiling with zero false positives, operating inside your perimeter.

Access the full stack via

AHOY Machine Studio

Access the full stack via

AHOY Machine Studio

Explore the Stack

Go technical - Take me to the lab

Access the full stack via

AHOY Machine Studio

PARTNER WITH AHOY

Partner with AHOY.

The AHOY stack can become the AI layer inside your product, the capability you deploy for your clients, or the foundation of something you build together with us.

Software Houses

Ship with AHOY

Build your own product or SaaS powered by AHOY’s stack, with SDK access, white-label options, and usage-based pricing.

Ship with AHOY

Software Houses

Ship with AHOY

Build your own product or SaaS powered by AHOY’s stack, with SDK access, white-label options, and usage-based pricing.

Ship with AHOY

Software Houses

Ship with AHOY

Build your own product or SaaS powered by AHOY’s stack, with SDK access, white-label options, and usage-based pricing.

Ship with AHOY

System Integrators

Integrate with AHOY

Deploy AHOY for enterprise and government clients with resale margin, certification, and sovereign deployment support.

Become a partner

System Integrators

Integrate with AHOY

Deploy AHOY for enterprise and government clients with resale margin, certification, and sovereign deployment support.

Become a partner

System Integrators

Integrate with AHOY

Deploy AHOY for enterprise and government clients with resale margin, certification, and sovereign deployment support.

Become a partner

Joint R&D

Co-develop with AHOY

Build frontier AI capabilities together through joint IP and long-term R&D arrangements that start with a conversation.

Start a conversation

Joint R&D

Co-develop with AHOY

Build frontier AI capabilities together through joint IP and long-term R&D arrangements that start with a conversation.

Start a conversation

Joint R&D

Co-develop with AHOY

Build frontier AI capabilities together through joint IP and long-term R&D arrangements that start with a conversation.

Learn More

Consultancy Houses

Advise with AHOY

The stack behind your AI practice. Give your clients a proven, deployable recommendation when AI conversations turn to technology.

Start a conversation

Consultancy Houses

Advise with AHOY

The stack behind your AI practice. Give your clients a proven, deployable recommendation when AI conversations turn to technology.

Start a conversation

Consultancy Houses

Advise with AHOY

The stack behind your AI practice. Give your clients a proven, deployable recommendation when AI conversations turn to technology.

Learn More

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.

And already live beyond these, from telecom to waste management. Same building blocks, packaged for each industry.

Ready to build?
Talk to our team.

Tell us what you're building. We'll tell you which capabilities fit, and what a real deployment looks like in your environment.

Talk to us

Go technical - Take me to AHOY Labs

AHOY Labs

Access the full stack via

AHOY Machine Studio

Physical AI Infrastracture for the Real World

Research-driven systems powering perception, decision and action in the physical world.

Policies

Physical AI Infrastracture for the Real World

Research-driven systems powering perception, decision and action in the physical world.

Policies

Physical AI Infrastracture for the Real World

Research-driven systems powering perception, decision and action in the physical world.

Policies

Physical AI infrastructure for the real world.

Physical AI infrastructure for the real world.

Physical AI infrastructure for the real world.

The infrastructure AI needed to leave the screen.

Building infrastructure for humanity's next chapter.

What becomes possible.

Real-time intelligence from every visual source.

Scale conversations without upping the headcount.

One question. Answered across every source you own.

Frontier AI, running inside your own infrastructure.

Location intelligence without third-party exposure.

Deception infrastructure that makes attackers reveal themselves.

Six solution areas, ready to propose.

The stack that makes it possible.

Vision AI

Audio AI

Data Intelligence

LLM Infrastructure

Generative AI

Intelligent Orchestration

Geospatial Engine

Cyber Intelligence

Partner with AHOY.

Ship with AHOY

Ship with AHOY

Ship with AHOY

Integrate with AHOY

Integrate with AHOY

Integrate with AHOY

Co-develop with AHOY

Co-develop with AHOY

Co-develop with AHOY

Advise with AHOY

Advise with AHOY

Advise with AHOY

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

Logistics

Aviation

Traffic Management

Water Management

Sports

Logistics

Aviation

Traffic Management

Water Management

Sports

Logistics

Aviation

Traffic Management

Water Management

Sports

Ready to build?Talk to our team.

Physical AI
infrastructure for the real world.

Physical AI
infrastructure for the real world.

Physical AI
infrastructure for the real world.

Ready to build?
Talk to our team.