Add RobWorks Software branding and EdTech focus

- Updated README with company mission and EdTech focus
- Added comprehensive company overview (COMPANY.md)
- Created AI initiatives documentation for educational AI projects
- Aligned repository structure with LessonCraft, QuizCraft, SimCraft products
- Emphasized privacy-first, compliance-integrated approach
- Added K-12 specific development guidelines

COMPANY.md

@@ -0,0 +1,71 @@
+# RobWorks Software
+
+## Company Overview
+
+RobWorks Software is an innovative EdTech company dedicated to transforming education through technology. We develop impactful tools for K-12 learning and corporate training environments, with a focus on empowering educators and creating better learning experiences.
+
+## Mission Statement
+
+> "Give people better tools, and they'll create better futures"
+
+We believe in transforming education by putting powerful, privacy-first technology in the hands of educators and learners.
+
+## Core Values
+
+- **Privacy-First**: All our solutions prioritize user privacy and data protection
+- **Educator Empowerment**: Teachers own and control their content
+- **Compliance-Integrated**: Built-in COPPA, FERPA, and GDPR compliance
+- **User-Centric Design**: Tools designed by educators, for educators
+- **Modular Architecture**: Flexible, adaptable solutions that grow with needs
+
+## Product Portfolio
+
+### LessonCraft
+Comprehensive educator platform for creating, managing, and sharing lesson plans. Features AI-assisted content creation and collaborative tools for educational teams.
+
+### QuizCraft
+Interactive assessment generation tool that helps educators create engaging quizzes, tests, and formative assessments with intelligent question generation capabilities.
+
+### SimCraft
+Programming and coding education environment designed to make learning to code accessible and engaging for K-12 students.
+
+## Technology Philosophy
+
+- **Cloud-Agnostic**: Deploy anywhere, depend on nothing
+- **Open Standards**: Support for LTI, SCORM, and xAPI
+- **AI-Enhanced**: Intelligent assistance without replacing human creativity
+- **Accessibility**: WCAG 2.1 AA compliant interfaces
+
+## Future Vision
+
+### 2025 Roadmap
+- Q1: Enhanced AI content generation for lesson plans
+- Q2: Adaptive learning algorithms for personalized education
+- Q3: Expanded LMS integrations (Canvas, Blackboard, Moodle)
+- Q4: Full AI-assisted curriculum planning suite
+
+### Long-term Goals
+- Democratize access to quality educational tools
+- Enable educators to monetize their expertise
+- Build sustainable, privacy-respecting EdTech ecosystem
+- Bridge the gap between K-12 and higher education technology
+
+## Contact Information
+
+**Headquarters**: United States
+**Website**: [https://robworks.info](https://robworks.info)
+**Email**: ryan@robworks.info
+**CEO/Founder**: Ryan Robson
+
+## Partnership Opportunities
+
+We welcome collaborations with:
+- K-12 school districts
+- Educational content creators
+- EdTech integration partners
+- Privacy-focused technology providers
+- Open-source education initiatives
+
+---
+
+*Transforming Education Through Technology*

README.md

@@ -1,6 +1,6 @@
 ---
-title: AI Applications Hub
-emoji: 🤖
+title: RobWorks Software - AI Innovation Lab
+emoji: 🎓
 colorFrom: blue
 colorTo: purple
 sdk: docker
@@ -8,19 +8,26 @@ pinned: false
 license: mit
 ---
 
-# AI Applications Hub
+# RobWorks Software - AI Innovation Lab
 
-A repository for developing and showcasing AI-powered applications and experiments.
+**Transforming Education Through Technology** - A repository for developing AI-powered educational applications and learning experiences.
 
 ## Overview
 
-This repository serves as a central hub for AI application development, featuring:
+RobWorks Software is dedicated to empowering educators and learners with innovative EdTech solutions. This AI Innovation Lab showcases our commitment to building the future of education through intelligent technology.
 
-- 🤖 Machine Learning models and experiments
-- 🔬 AI research prototypes
-- 📊 Data science projects
-- 🛠️ AI tooling and utilities
-- 🚀 Production-ready AI applications
+### Our Mission
+> "Give people better tools, and they'll create better futures"
+
+We're transforming K-12 education and corporate training through privacy-first, compliance-integrated platforms that put educators in control.
+
+### Core Focus Areas
+
+- 🎓 **Educational Technology (EdTech)** - Interactive learning platforms for K-12
+- 🤖 **AI-Assisted Content Creation** - Intelligent lesson planning and assessment generation
+- 📚 **Adaptive Learning** - Personalized educational experiences powered by ML
+- 🔒 **Privacy-First Design** - COPPA, FERPA, and GDPR compliant solutions
+- 🚀 **Cloud-Agnostic Architecture** - Modular, scalable educational applications
 
 ## Getting Started
 
@@ -38,26 +45,60 @@ cd README
 pip install -r requirements.txt
 ```
 
+## Current Projects & Roadmap
+
+### Active Development
+- **LessonCraft** - Comprehensive educator platform for lesson planning
+- **QuizCraft** - Interactive assessment and quiz generation tool
+- **SimCraft** - Programming education environment
+
+### AI/ML Initiatives (2025)
+- AI-assisted lesson creation tools (Q4 2025)
+- Intelligent question generation systems
+- Adaptive learning algorithms
+- Educational content recommendation engines
+
 ## Project Structure
 
 ```
-├── applications/          # Production AI applications
-├── experiments/           # Research and prototyping
-├── models/               # Trained models and checkpoints
-├── datasets/             # Data processing and datasets
-├── notebooks/            # Jupyter notebooks for exploration
-├── utils/                # Shared utilities and tools
-└── docs/                 # Documentation and guides
+├── applications/          # Production EdTech applications
+│   ├── lessoncraft/      # Lesson planning platform
+│   ├── quizcraft/        # Assessment generation
+│   └── simcraft/         # Coding education tools
+├── experiments/           # EdTech research & prototyping
+├── models/               # Educational ML models
+├── datasets/             # Educational datasets & benchmarks
+├── notebooks/            # Research & analysis notebooks
+├── utils/                # Shared EdTech utilities
+└── docs/                 # API documentation & guides
 ```
 
+## Technology Stack
+
+- **AI/ML Frameworks**: PyTorch, Transformers, scikit-learn
+- **Educational Standards**: COPPA, FERPA, GDPR compliant
+- **Architecture**: Modular, cloud-agnostic design
+- **Focus**: Privacy-first, user-centric development
+
 ## Contributing
 
-1. Fork the repository
-2. Create a feature branch
-3. Make your changes
-4. Add tests if applicable
-5. Submit a pull request
+We welcome contributions that align with our mission of transforming education through technology. Please ensure:
+
+1. Code follows educational best practices
+2. Privacy and compliance standards are maintained
+3. Documentation includes educational use cases
+4. Tests cover K-12 safety requirements
+
+## Contact
+
+- **Website**: [robworks.info](https://robworks.info)
+- **Email**: ryan@robworks.info
+- **CEO/Founder**: Ryan Robson
 
 ## License
 
 This project is licensed under the MIT License - see the LICENSE file for details.
+
+---
+
+*RobWorks Software - Empowering educators and learners with innovative EdTech solutions*

applications/README.md

@@ -1,11 +1,34 @@
-# Applications
+# RobWorks Software Applications
 
-Production-ready AI applications and deployments.
+Production-ready EdTech applications powered by AI/ML.
 
-## Structure
+## Current Applications
 
-Each application should have its own directory with:
+### LessonCraft
+AI-enhanced lesson planning platform for K-12 educators.
+
+### QuizCraft
+Intelligent assessment generation with adaptive questioning.
+
+### SimCraft
+Interactive coding education environment for students.
+
+## Application Structure
+
+Each application follows our standard architecture:
 - `app.py` - Main application entry point
 - `requirements.txt` - Application-specific dependencies
 - `Dockerfile` - Container configuration
-- `README.md` - Application documentation
+- `config/` - Compliance and privacy settings
+- `models/` - AI/ML model implementations
+- `api/` - LTI/SCORM integration endpoints
+- `tests/` - Comprehensive test suites
+- `README.md` - Application documentation
+
+## Development Guidelines
+
+1. **Privacy First**: All student data must be encrypted
+2. **Compliance**: COPPA/FERPA checks required
+3. **Accessibility**: WCAG 2.1 AA minimum
+4. **Testing**: 80% code coverage minimum
+5. **Documentation**: API docs required for all endpoints

docs/AI_INITIATIVES.md

@@ -0,0 +1,127 @@
+# RobWorks Software AI/ML Initiatives
+
+## Overview
+
+Our AI initiatives focus on enhancing educational experiences while maintaining privacy, safety, and educator control. We believe AI should augment, not replace, human creativity in education.
+
+## Core AI Principles
+
+1. **Educator-First**: AI assists but never replaces teacher expertise
+2. **Transparency**: Clear explanations of AI decisions and recommendations
+3. **Privacy**: No student data used for model training without explicit consent
+4. **Safety**: Age-appropriate content generation with built-in safeguards
+5. **Fairness**: Bias detection and mitigation in all AI systems
+
+## Current AI Projects
+
+### Intelligent Lesson Planning
+- **Status**: In Development
+- **Launch**: Q4 2025
+- **Features**:
+  - Curriculum-aligned content suggestions
+  - Automatic learning objective generation
+  - Cross-curricular connection identification
+  - Resource recommendation engine
+
+### Adaptive Assessment Generation
+- **Status**: Research Phase
+- **Launch**: 2026
+- **Features**:
+  - Difficulty-calibrated question generation
+  - Multiple question format support
+  - Automatic rubric creation
+  - Performance-based adaptation
+
+### Student Progress Analytics
+- **Status**: Planning
+- **Launch**: 2026
+- **Features**:
+  - Learning pattern identification
+  - Early intervention alerts
+  - Personalized learning pathways
+  - Growth trajectory prediction
+
+## Technical Stack
+
+### Frameworks & Libraries
+- **PyTorch**: Deep learning framework
+- **Transformers**: NLP model implementations
+- **scikit-learn**: Classical ML algorithms
+- **LangChain**: LLM application development
+- **FAISS**: Vector similarity search
+
+### Model Architecture
+- **Base Models**: Fine-tuned educational LLMs
+- **Specialized Models**:
+  - Content appropriateness classifier
+  - Curriculum alignment matcher
+  - Question difficulty estimator
+  - Learning style identifier
+
+### Infrastructure
+- **Compute**: Cloud-agnostic GPU clusters
+- **Storage**: Encrypted vector databases
+- **Monitoring**: Real-time bias detection
+- **Deployment**: Containerized microservices
+
+## Research Areas
+
+### Active Research
+1. **Explainable AI for Education**: Making AI decisions transparent to educators
+2. **Bias Mitigation**: Ensuring fair outcomes across all student demographics
+3. **Multimodal Learning**: Combining text, visual, and audio learning materials
+4. **Knowledge Graphs**: Building educational concept relationships
+
+### Future Exploration
+- Conversational tutoring systems
+- Automated essay feedback
+- Real-time classroom assistance
+- Collaborative AI for group learning
+
+## Safety & Compliance
+
+### Data Protection
+- COPPA compliant data handling
+- FERPA aligned access controls
+- GDPR privacy by design
+- Zero student PII in training data
+
+### Content Safety
+- Age-appropriate content filters
+- Harmful content detection
+- Cultural sensitivity checks
+- Academic integrity monitoring
+
+## Collaboration Opportunities
+
+We're seeking partners for:
+- Educational dataset curation
+- Classroom pilot programs
+- Academic research collaborations
+- Open-source AI safety tools
+
+## Metrics & Success Criteria
+
+### Primary Metrics
+- Teacher time saved per week
+- Student engagement increase
+- Learning outcome improvements
+- Accessibility score improvements
+
+### Secondary Metrics
+- Content generation accuracy
+- Bias detection rate
+- System response time
+- User satisfaction scores
+
+## Open Source Contributions
+
+We're committed to giving back:
+- Educational AI benchmarks
+- Bias detection tools
+- Content safety filters
+- Curriculum alignment models
+
+---
+
+*Building the future of educational AI, responsibly*