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Crimson Phoenix logo

NuroFusion Platform

Rapid creation of customized machine
learning and deep learning models

NuroMed

NuroMed provides Computer Vision models for automated, real-time capture of medical data on combat casualties.

NuroSource

Cutting-edge search obfuscation through the use of a custom-trained Large Language Model.

NuroSpatial

Automatic translation of various types of geospatial data using graphical neural networks and Mistral AI

NuroLingo

Multi-format human language translation designed for military and intelligence services use cases

We develop products that deliver enhanced decision support.

Our flagship system, NuroFusion, is a combination of hard-won AI expertise, class-leading software, and powerful, in-house computing resources. 

NuroFusion Platform

NuroFusion Platform enables the rapid creation of customized machine learning and deep learning models for diverse applications.

Employs state-of-the-art systems, advanced data science expertise, and powerful in-house computing to deliver unparalleled decision support in demanding and remote locations.

What NuroFusion Offers

  • Rapid development of machine learning models
  • Generation and exploitation of diverse data sets
  • Increased model robustness
  • Integration of models to deliver multi-dimensional insight
  • Development of custom interfaces or connection to 3rd party systems

Use Cases

               How it Works

tooltip text
1

DATA COLLECTION

Rapid techniques and simulated dataset generation offered.

2

DATA LABELING

In-house and automated labeling for accurate metadata.
3

AUGMENTATION

Innovative techniques for broader, comprehensive dataset expansion.
4

MODEL DEVELOPMENT & TRAINING

Cutting-edge training with
powerful in-house servers.
6

MODEL TEST & EVALUATION

Automated tests and human expertise refine models.
7

MODEL CONTROLLER & APPLICATION DEVELOPMENT

Multi-model controllers and tailored applications enhance insights.
8

OPERATIONAL DEPLOYMENT

From disconnected small platforms to large cloud-based architectures.
9

HYPERPARAMETER DETECTION & OPTIMIZATION

Sophisticated sweep techniques to optimize model hyperparameters.
Test data split from training data.
Test results fed back into hyperparameter optimization.
tooltip text
1

DATA COLLECTION

Rapid techniques and simulated dataset generation offered.

2

DATA LABELING

In-house and automated labeling for accurate metadata.
3

AUGMENTATION

Innovative techniques for broader, comprehensive dataset expansion.
4

MODEL DEVELOPMENT & TRAINING

Cutting-edge training with
powerful in-house servers.
6

MODEL TEST & EVALUATION

Automated tests and human expertise refine models.
7

MODEL CONTROLLER & APPLICATION DEVELOPMENT

Multi-model controllers and tailored applications enhance insights.
8

OPERATIONAL DEPLOYMENT

From disconnected small platforms to large cloud-based architectures.
9

HYPERPARAMETER DETECTION & OPTIMIZATION

Sophisticated sweep techniques to optimize model hyperparameters.
Test data split from training data.

Test results fed back into hyperparameter optimization.

NuroMed

NuroMed provides Computer Vision models for automated, real-time capture of medical data on combat casualties.

  • Automated documentation and logistics
  • Intervention and injury detection and tracking
  • Human body segmentation
  • Patient identification
  • Object detection, classification, tracking and segmentation
  • Action recognition
  • Optical Character Recognition (OCR)
  • Local, disconnected real-time deployment

NuroSource

NuroSource is a cutting-edge application that incorporates a custom-trained Large Language Model to enhance search obfuscation techniques.

  • Employs advanced NLP techniques
  • Improved data management and processing
  • Custom Retrieval Augmented Generation (RAG) pipeline

NuroSpatial

NuroSpatial is a groundbreaking application that uses a graphical neural network head to direct a Mistral AI model to automatically translate various types of geospatial data.

  • Global grid structure of 500k nodes to locate data sources within 1000m
  • Offers supervised, unsupervised, and selfsupervised learning techniques
  • Provides both text-based and image-based tokenization techniques

NuroLingo

NuroLingo is a human language translation tool, based on Google’s commercially proven mT5 model, and enhanced for military and intelligence services use cases.

  • Trained on nearly 140 languages
  • One-stop solution that is capable of processing text, audio and video sources.