Solutions

What becomes possible.

AHOY is a horizontal intelligence stack. These are some of the outcomes organizations are building with it.

The range of what is achievable is defined by your operations, not by this list.

//

01

Explore Solutions

Six solution areas, ready to propose.

Each solution is built on AHOY's full stack and deployable on-premises, in sovereign cloud, or hybrid. No prerequisites on your client's side.

Each solution is built on AHOY's full stack and deployable on-premise, in sovereign cloud, or hybrid. No prerequisites on your client's side.

// 01

Intelligent Video

Real-time intelligence from every visual source.

Most video infrastructure captures. It does not understand. Intelligent Video adds an inference layer that processes video in real time, at the source and not in the cloud, converting raw streams into structured, queryable data. What happens in the frame becomes an event. What patterns emerge across cameras, shifts, or sites becomes operational intelligence.

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 below 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

Conversations that scale without headcount scaling.

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
Scroll to explore

Real-time object detection and tracking across multiple simultaneous streams

Edge-native inference: processing runs where the data is generated, not in a remote data center

Every frame produces structured, machine-readable output, not raw video to review manually

Deploys alongside existing camera infrastructure, regardless of vendor or format

All processing stays within the deployment perimeter, no video egress

// 02

Voice AI Agents

Conversations that scale without headcount scaling.

Voice AI Agents handle spoken interactions end-to-end, from real-time transcription through reasoning to response, across more than 85 languages. The system manages full conversation turns, maintains context across sessions, and escalates to human agents when needed. Every call becomes structured data: analyzable, searchable, and auditable.

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 below 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

Conversations that scale without headcount scaling.

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
Scroll to explore

Full conversation handling from greeting to resolution, without human intervention

85+ languages with native-quality voice input and output

Sub-300ms response latency for natural, uninterrupted turn-taking

Function calling: agents trigger actions in connected systems mid-conversation

Every interaction logged, transcribed, and available for analysis

// 03

Enterprise Knowledge AI

One question. Answered across every source you own.

Organizations hold vast amounts of structured and unstructured data that cannot be queried without technical expertise. Enterprise Knowledge AI deploys a multi-agent system that routes each question to the right source, whether a document, a database, a spreadsheet, or a connected business system, and returns answers in plain language with full citation and provenance.

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 below 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

Conversations that scale without headcount scaling.

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
Scroll to explore

Natural language queries across documents, SQL databases, and file systems simultaneously

97% accuracy on structured data analysis; 92% accuracy on complex SQL queries

24+ connector types including PostgreSQL, OneDrive, Google Drive, and Microsoft Teams

Every answer includes source citations traceable to the original document or record

Org-level governance, role scoping, and a full audit trail included

// 04

Private AI Infrastructure

The full capability of frontier AI, running inside your own infrastructure.

Private AI Infrastructure deploys large language models on the client’s own hardware, with no data sent to external servers at any point. The system handles GPU scheduling, model management, and inference optimization, and exposes an OpenAI-compatible API so existing integrations continue to work without modification. Fully air-gapped deployment is available for environments that require it.

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 below 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

Conversations that scale without headcount scaling.

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
Scroll to explore

Self-hosted LLM inference on existing GPU infrastructure

OpenAI-compatible API: existing tools and integrations work without modification

Air-gapped deployment for regulated and sovereign environments

Supports quantized models to run efficiently on available hardware

No prompts, completions, or model inputs ever leave the deployment perimeter

// 05

Geospatial Intelligence

Location intelligence running inside your own infrastructure.

Geospatial Intelligence brings mapping, geocoding, routing, and fleet optimization into a self-contained deployment, processing over 30,000 requests per second without external API dependency. Organizations running logistics, transport, or field operations gain full location intelligence without exposing route data or asset positions to third-party servers.

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 below 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

Conversations that scale without headcount scaling.

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
Scroll to explore

Maps, geocoding, routing, and fleet optimization in a single self-contained deployment

30,000+ requests per second with 99.9% uptime SLA

Route optimization supporting up to 40,000 orders per batch

Self-hosted option: no dependency on cloud infrastructure after setup

Proprietary data pipeline with no dependency on third-party mapping providers

// 06

Cyber Intelligence

Active deception infrastructure that makes attackers reveal themselves.

Conventional security tools detect threats after they have moved through perimeter defenses. Cyber Intelligence deploys realistic decoy infrastructure inside live networks, capturing, classifying, and profiling attacker behavior in real time using autonomous AI agents. The system has logged over 350,000 attack sessions, identified over 250 zero-day attack patterns before vendor signatures existed, and maintained zero false positives across all deployments.

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 below 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

Conversations that scale without headcount scaling.

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
Scroll to explore

Active deception: decoy infrastructure that behaves identically to real production assets

Real-time attacker profiling across 850+ behavioral patterns

Zero false positive alerts: every alert corresponds to confirmed attacker behavior

Integrates with existing SOC infrastructure including Palo Alto, CrowdStrike, and Sentinel

Runs fully inside the deployment perimeter, no cloud dependency required

//

02

Industries

Deployed across sectors.

The same stack, adapted to the specific governance, latency, and sovereignty requirements of each sector. These are the industries where AHOY is running in production.

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

These are examples. The possibilities don't end here.

What AHOY can do is not a fixed list. Every deployment is shaped by a specific problem in a specific environment. If your situation looks different from what you see on this page, that is exactly the right place to start a conversation.

Physical AI is here, it's operational, and it runs on your terms. Your hardware, your data, your sovereignty. Let's deploy it together.