Custom Edge IoT & Visual AI
Trusted Partners & Integrations
Our Edge IoT AI Tech Stack
Ghost Protocol stays ahead of the curve, incorporating the latest breakthroughs in local machine learning and edge computing.
Adaptive AI Models
Leveraging vLLM and Vision Language Models (VLMs) from Hugging Face for unparalleled multimodal understanding.
Edge & Local Inference
Deploy powerful/private local models directly on edge devices (IoT), drastically reducing latency and cloud dependency.
Vector Embeddings
Utilizing state-of-the-art embedding models for complex semantic search and visual reasoning over massive datasets.
Hardware Agnostic
Seamless integration with NVIDIA Jetson, Google Gemini, and Luxonis OAK devices for flexible deployment.
Common Use Cases & Custom Solutions
Smart Traffic & Vehicle Analysis
Optimize traffic flow and analyze vehicle behavior with edge-processed metadata and real-time visual analytics.
Human Detection & Safety
Enhance site safety and security by detecting human activity and compliance in real-time, directly on the edge device.
Secure Case Management
Guarantee the integrity of your visual evidence with a secure chain of custody for authentic, tamper-proof reporting.
3D Situational Awareness
Visualize spatial data in 3D to track objects and understand environments with complete depth perception.
Proactive Surveillance
Transform passive monitoring into active intelligence with custom alerting systems that detect threats before they escalate.
Custom AI Model Training
Deploy bespoke AI models tailored to your specific operational environments using our proprietary training pipeline.
Deep Data Insights
Generate comprehensive, data-driven reports that turn raw video footage into clearer business strategies.
Custom LLM & API Integrations
Full-stack integrations of bespoke LLMs and AI APIs, featuring flexible pay-as-you-go and reserved model pricing.
See It In Action
Real-world examples of our edge processing capabilities, from public transit safety to vehicle analysis.

Processing: 12ms | Device: Jetson Orin
Urban Safety Analytics
Real-time object detection identifying pedestrians and public transit for safety monitoring.
Model: Vehicle_ReID | Latency: 8ms
Vehicle Intelligence
Advanced classification and tracking for traffic management and fleet logistics.
About Ghost Protocol
Our Mission
"To empower organizations with clear, actionable intelligence derived from the complex visual world, ensuring safety, efficiency, and truth through secure, cutting-edge AI."
We specialize in the rapid development and deployment of custom visual intelligence solutions for enterprise, government, and industrial clients. From edge IoT devices to complex cloud architectures, our team bridges the gap between raw video data and critical business insights.
Partner with us to create a tailored solution that unlocks the hidden value in your operations.
Our Core Capabilities
Powered by cutting-edge AI, our platform parses complex visual and textual data with unmatched precision.
Visual Information Seeking
Use external knowledge with image/video data to answer complex questions (e.g., 'What model car is this?').
Object Recognition & Reasoning
Fine-grained identification and spatial reasoning about objects in images (e.g., 'Will this fit in the truck?').
Digital Content Understanding
Extract information and logic from infographics, charts, and web pages.
Multimodal Code Generation
Turn visual UI designs or charts directly into functional code (HTML/React) or data structures (JSON).
Secure Web Applications
Deploy responsive, encrypted web portals and dashboards for real-time mission control.
Data Flow Management
Orchestrate high-volume video and sensor data pipelines with robust fault tolerance.
End-to-End Encryption
Protect sensitive data with AES-256 encryption at rest and TLS 1.3 in transit.
Enterprise Identity & Auth
Secure logins with MFA, SSO integration, and role-based access control (RBAC).
Video Description & Captioning
Generate detailed, time-stamped descriptions of video events for search and indexing.
Natural Language Processing
Leverage advanced LLMs to analyze text, generate insights, and enhance decision-making.
Why Choose Us
Global Impact Potential
With 45 billion cameras by 2022 and a $40 billion market by 2023, our solutions turn footage into life-saving data.
Real-Time Analytics
Real-time video analytics detect threats and optimize emergency responses.
Incident Prevention
AI-driven insights prevent incidents from escalating, enhancing security.
Reduced Costs
Automating tasks like facial recognition reduces security costs by 30%.
Traffic Optimization
Reduce intersection wait times by 47% with AI traffic management.