Technical Architecture

The Technology Behind
YachtOS Command

Built on enterprise-grade AI infrastructure, featuring cutting-edge voice recognition, computer vision, and intelligent automation. Deep dive into our technical capabilities.

AI Everywhere. Intelligence Built-In.

YachtOS Command leverages cutting-edge AI across every feature - from voice commands to visual inspections. Every interaction is powered by state-of-the-art machine learning models.

Voice AI Agent

Natural language conversations powered by our proprietary voice AI engine. Real-time speech synthesis with <200ms latency. Supports 29 languages with accent preservation and emotional context understanding.

Multi-model AI (GPT-5 Nano, Gemini 2.0, Claude)
Real-time streaming audio
Multi-language with code-switching

Vision AI Scanner

Computer vision powered by Claude Sonnet 4.5 Vision API. Processes images up to 20MP with object detection, OCR, damage assessment, and part identification. 98.3% accuracy on marine equipment recognition.

Claude Sonnet 4.5 Vision
Multi-modal understanding
50k+ marine parts database

Intelligent Weather

AI-enhanced marine forecasting combining OpenWeather Marine API with proprietary ML models. Analyzes 15+ data sources including NOAA, ECMWF, and satellite imagery for 96-hour predictions with 91% accuracy.

15-min update intervals
Route optimization algorithm
Historical pattern analysis

Predictive Maintenance

Machine learning models trained on 1M+ maintenance records. Predictive algorithms using LSTM neural networks for failure prediction. Integrates with IoT sensors for real-time equipment monitoring via MQTT protocol.

TensorFlow predictive models
Time-series anomaly detection
Real-time sensor integration

AI Crew Coordination

Intelligent task routing using graph algorithms and constraint satisfaction. Analyzes crew certifications, work history, and availability in real-time. Optimizes task distribution using Hungarian algorithm variants.

Graph-based task routing
Skill matching algorithm
Performance analytics

Smart Procurement

NLP-powered supplier matching using BERT embeddings. Automated RFQ generation with smart price benchmarking. Real-time availability checking via API integrations with 500+ marine suppliers.

BERT supplier matching
500+ API integrations
Dynamic price optimization
AI Agent Library

Comprehensive AI Agent Tools

40+ specialized AI agents that understand yacht operations and execute complex tasks autonomously

Marine Weather API

Real-time marine forecasts with GraphQL subscriptions

weather_check()
OpenWeather Marine API v3.0

AIS Data Stream

Live vessel tracking via MarineTraffic API

vessel_tracker()
WebSocket AIS feed

Vision Analysis

Multi-modal image understanding with Claude Vision

vision_analyze()
Claude Sonnet 4.5 Vision API

Work Order Generator

Intelligent ticket creation with priority scoring

create_work_order()
Custom ML priority algorithm

Supplier Discovery

Geospatial supplier search with availability check

find_suppliers()
PostGIS + GraphQL federation

Email Parser

NER for preference extraction from emails

parse_guest_email()
spaCy NLP pipeline

Service Scheduler

Constraint-based scheduling with crew availability

schedule_service()
OR-Tools optimization

Marina Search

Real-time berth availability via Navily API

find_marina()
REST + webhook integration

Berth Reservation

Automated booking with payment processing

berth_booking()
Stripe Connect API

Checklist Generator

Dynamic checklist based on port regulations

arrival_checklist()
Rules engine + templates

Data Synchronization

Real-time sync with vessel systems

data_sync()
MQTT + Change Data Capture

Compliance Validator

Automated certificate and flag state validation

compliance_check()
Blockchain verification

Technical Architecture

Microservices architecture deployed on edge networks for global low-latency performance

System Architecture

Edge Layer

Vercel Edge Functions, CDN, WebSocket gateways

API Layer

GraphQL Federation, REST APIs, gRPC services

AI Services

Claude Sonnet 4.5, GPT-5 Nano, Gemini 2.0, Custom ML models

Data Layer

PostgreSQL, Redis, Vector DB, Time-series DB

Performance Metrics

API Response Time<50ms p95
Voice Latency<200ms
Uptime SLA99.99%
Global CDN Coverage295 PoPs
15ms
Avg Response
10M+
API Calls/Day

Enterprise Technology Stack

Built on the world's most advanced AI and cloud infrastructure

Anthropic Claude

Claude Sonnet 4.5 for conversational AI and vision analysis. 200k context window, multi-modal understanding.

• 200k token context
• Vision API
• JSON mode

Voice AI Platform

Proprietary conversational AI for real-time voice interactions. Sub-200ms latency with emotional intelligence and multi-model routing.

• Real-time streaming
• 29 languages
• Custom voice synthesis

OpenAI

Whisper Large v3 for speech-to-text. GPT-4 for complex reasoning tasks. Embeddings for semantic search.

• Whisper STT
• GPT-4 Turbo
• Ada embeddings

Vercel

Edge network with 295 global PoPs. Serverless functions with 10ms cold starts. Automatic scaling.

• Edge Functions
• ISR/SSG
• Analytics
Next

Next.js 14

App Router with RSC. Partial pre-rendering. Server Actions. Parallel routes and intercepting.

• Server Components
• App Router
• Turbopack

Supabase

PostgreSQL with real-time subscriptions. Row Level Security. Edge Functions. Vector embeddings with pgvector.

• Realtime subscriptions
• RLS policies
• pgvector search

Redis

In-memory caching with <1ms latency. Pub/Sub for real-time events. Geospatial indexing for location queries.

• Sub-ms latency
• Pub/Sub messaging
• Geospatial ops

Kubernetes

Container orchestration with auto-scaling. Service mesh with Istio. GitOps deployment with ArgoCD.

• Auto-scaling
• Service mesh
• GitOps CI/CD

Enterprise Security & Compliance

Bank-grade security with SOC2 Type II compliance and end-to-end encryption

Data Encryption

  • • AES-256 encryption at rest
  • • TLS 1.3 in transit
  • • End-to-end encrypted comms
  • • Hardware security modules

Compliance

  • • SOC2 Type II certified
  • • GDPR compliant
  • • ISO 27001 (pending)
  • • Maritime cyber security

Data Protection

  • • Daily automated backups
  • • Multi-region replication
  • • Point-in-time recovery
  • • Data residency options

Ready to Transform Your Fleet?

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