SCRIBE TPU
SCRIBE: AI-powered generation of precise training documents for the US Navy and Naval Air Warfare Centers.
Built to Accelerate RRL with AI
SCRIBE is an AI-powered solution that rapidly transforms complex data into targeted training materials that meet Ready Relevant Learning objectives.
Overview
SCRIBE is an AI-powered software solution revolutionizing the creation of training materials for the US Navy. This cutting-edge system automates the generation of precise, user-aligned instructional guides from complex source data, such as Informational Electronic Technical Manuals (IETMs).
Here's how SCRIBE works:
Data Ingestion and Analysis: SCRIBE analyzes complex technical manuals and extracts key information related to Task Learning Objectives (TLOs).
Automated Document Generation: Leveraging advanced natural language processing and machine learning algorithms, SCRIBE generates comprehensive step-by-step instructional guides.
Customization and Formatting: SCRIBE adheres to government-approved formatting standards and allows for customization based on user preferences.
Iterative Refinement: The system incorporates feedback from subject matter experts and approval personnel to refine and finalize the training materials.
Key Benefits:
Efficiency: SCRIBE significantly accelerates the document generation process, freeing up valuable time and resources.
Accuracy: The AI-powered system ensures precision and consistency in training materials, minimizing errors and ambiguities.
Adaptability: SCRIBE is agnostic to Learning Management Systems (LLMs) and can be easily integrated into existing workflows.
Continuous Improvement: The iterative design framework allows for continuous enhancement and optimization of the AI's performance.
By streamlining workflows and ensuring accuracy, SCRIBE empowers the efficient creation of high-quality training materials for the US Navy, ultimately contributing to enhanced readiness and operational effectiveness.
Acceleration of courseware
Leveraging LLMs fine-tuned on the requirements and guidelines, SCRIBE enables SMEs to generate courseware in weeks not months.
Speed to the Fleet
Rapid accelerated development of new training materials supports the Navy's speed to the fleet initiatives.
SCRIBE Technical Specifications
Software:
Architecture: Web-based application with a modular design.
Front-End:
Framework: React
User Interface: Intuitive and user-friendly design requiring minimal training.
Accessibility: WCAG compliant for users with disabilities.
Back-End:
Language: Node.js
API: RESTful API with open architecture and comprehensive documentation.
Data Processing: Python with spaCy and NLTK for natural language processing (NLP) and TensorFlow for machine learning.
Data Storage and Management:
Primary Database: Xata (for non-sensitive data and application metadata).
ETL and Warehousing: AWS Glue for data extraction and transformation, Amazon S3 for storage, and Amazon Redshift for data warehousing.
Alternative Data Storage: Support for integration with PostgreSQL and MongoDB databases via API.
Data Security: AES-256 encryption for data at rest and TLS 1.2 or higher for data in transit. Role-based access control (RBAC) to restrict user permissions.
Deployment:
Cloud Hosting: AWS for scalable and reliable hosting.
Deployment Pipeline: Automated CI/CD pipeline using AWS CodePipeline for efficient deployment and updates.
Version Control: Git for code management and collaboration.
Other:
Documentation: Comprehensive API documentation, schema documentation, and user guides available in a dedicated documentation portal.
Support: Email-based support and a dedicated Slack channel for user assistance and troubleshooting.
Scalability: Designed to handle increasing data volumes and user traffic through the use of AWS auto-scaling and load balancing.
Performance: Optimized for fast processing and efficient document generation through the use of caching and optimized algorithms.
