WE BUILD WHAT
OTHERS CAN'T
AI Engineering for the Impossible. Two Founders. Infinite Agents.Unlimited Potential.
HUMAN INTELLIGENCE
Dawei Sun
Co-Founder // Principal Engineer
"The gap between a demo and production is where most AI projects die. We build for production from day one."
The engine of execution. Dawei brings an unmatched velocity in turning abstract concepts into production-grade software. He operates at the intersection of architecture and execution, writing critical code that powers our agency's core while collaborating on high-level system design.
Jean Patrick Smith
Co-Founder // Chief Architect
"Every complex problem has a solution. Our job is to find it, build it, and deliver it."
The systems visionary. Jean Patrick crafts the blueprints for our most complex undertakings. While remaining hands-on with development, his primary focus is rigorous system architecture and high-level strategy, ensuring our solutions are as robust structurally as they are impressive technically.
AI AGENT SQUAD
Specialized intelligence working 24/7. Not tools—team members.
ARIA
Voice Specialist
Neural text-to-speech synthesis with multi-accent support.
CORTEX
System Architect
Distributed systems and microservices orchestration.
VISION
Computer Vision
Real-time object detection and scene understanding.
LEXIS
NLP Specialist
Intent classification and named entity recognition.
ECHO
Speech Recognition
High-accuracy transcription in noisy environments.
SENTINEL
Security & QA
Automated testing, security scanning, and compliance.
PRISM
ML Specialist
Custom model training and predictive analytics.
NEXUS
Hardware Integration
Bridging software with physical devices and robotics.
SAGE
Strategy & LLM
Strategic analysis and advanced reasoning.
VELOCITY
Rapid Development
Rapid feature implementation and code iteration.
RALPH
Marine Autonomy
AI First Mate for marine navigation and safety.
ORACLE
Predictive Analytics
Advanced forecasting and behavioral modeling.
The Architecture of Autonomous Flight
How we built a neural-symbolic hybrid system to control manned aircraft in real-time—combining deep learning adaptability with formal safety verification.
PROJECT: AVIATION AI
NEURAL AVIATION COMMUNICATION // CLIENT: CONFIDENTIAL
We are building the complete communication AI for an aviation client. This system handles real-time ATC communication, voice synthesis, and intent understanding for aviation environments.
The Challenge: Building an AI that can listen to crackling radio static, understand complex ATC instructions, and respond with perfect phraseology in real-time.
Communication Modules
- ▹ Two-Way Radio Communication (439.500 MHz)
- ▹ 100% Speaker Classification (ATC vs Pilot)
- ▹ Aviation-Specific Whisper Model
- ▹ Real-time Entity Extraction (Altitudes, Headings)
- ▹ Live 24/7 ATC Stream Processing
PROJECT: AISHIP
AI FIRST MATE & MARINE SAFETY SYSTEM // STATUS: ALPHA
A comprehensive AI-powered marine navigation and safety system designed for owner-operator yachts. "Ralph" acts as an AI First Mate that monitors the vessel 24/7, ensures COLREGS compliance, and provides voice-controlled assistance for navigation and emergencies.
Continuous Autonomy: Unlike chatbots, Ralph Agents work until tasks are complete—whether it's monitoring anchor drag, executing a Williamson turn, or calculating a fuel-efficient route.
Core Capabilities
- ▹ Proactive Collision Avoidance (CPA/TCPA)
- ▹ Real-Time Voice Control & VHF Integration
- ▹ Continuous 'Ralph' Agents (Anchor, Docking, Emergency)
- ▹ Offline-First Architecture (Apple Silicon Optimized)
- ▹ NMEA 2000 & Signal K Vessel Integration
Kingly XPlane OS
AUTONOMOUS FLIGHT OPERATING SYSTEM // CONFIDENTIALITY: PROPRIETARY
While we build communication AI for clients, our internal teams are building the future of autonomous flight. Kingly OS is our proprietary operating system capable of flying aircraft from engine start to engine stop.
Full Autonomy: Kingly OS handles flight planning, hardware integration, and real-time decision making for both manned and unmanned aircraft.
Core Capabilities
- ▹ AI-Controlled Engine Start & Takeoff
- ▹ 321+ Autonomous Flight Modules
- ▹ Hardware Control (Dynon, CubePilot)
- ▹ Real-time Sensor Fusion & Navigation
- ▹ Emergency Procedures & Safety Systems
READY TO BUILD
THE IMPOSSIBLE?
We don't do demos. We build production systems. If you have a complex challenge, we have the team.
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