Custom Edge IoT & Visual AI

We transform visual data into real-time actionable intelligence.

Trusted Partners & Integrations

NVIDIA
High-performance computing for edge AI.
Google Cloud
Official Integrator & Gemini/Gemma Partner.
Meta (Llama)
Open-source foundation models for enterprise scale.
Kaggle
Data science and model registry (Google Trusted).
Ultralytics YOLO
State-of-the-art object detection models.
Luxonis (DepthAI)
Advanced spatial AI and depth perception.
Intel OpenVINO
Optimize deep learning performance on edge hardware.
Hugging Face
Access to latest VLMs and embedding models.
OpenAI
GPT-4 & GPT-4o integration for complex reasoning.
Microsoft Azure
Scalable AI infrastructure and cognitive services.
xAI (Grok)
Real-time knowledge and advanced reasoning models.

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.

AI detecting humans and buses in urban environment
Person: 98%Bus: 99%

Processing: 12ms | Device: Jetson Orin

Urban Safety Analytics

Real-time object detection identifying pedestrians and public transit for safety monitoring.

Vehicle analysis dashboard icon

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

45B+

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

Real-Time Analytics

Real-time video analytics detect threats and optimize emergency responses.

Active

Incident Prevention

AI-driven insights prevent incidents from escalating, enhancing security.

30%

Reduced Costs

Automating tasks like facial recognition reduces security costs by 30%.

47%

Traffic Optimization

Reduce intersection wait times by 47% with AI traffic management.