Verónica: AI-Powered Tutoring System
Verónica is an expert AI-powered tutoring system created by Enabling Learning. She is specifically trained on our professional development workshops and the pedagogical content of Luis Hernandez's upcoming book.
System Demonstration
Technical Architecture & Workshop Integration
01 Core Integration
Cognitive Support
Verónica assists participants during live workshops by providing instant, research-backed answers to pedagogical questions.
Book-Aligned Content
Anchored in the pedagogical frameworks of The Da Vinci Book and BTLPT Practice System for domain-specific accuracy.
Multimodal Learning
Integrates text, voice (ElevenLabs), and AI-generated video to simulate real classroom challenges and provide varied instructional feedback.
02 Technical Foundations
Rich Context Prompting
Front-loads every request with comprehensive educational context, certification standards, and guardrails to transform general AI into a specialized teaching assistant.
Knowledge Anchoring (RAG)
Retrieves verified content (academic papers, certification guidelines) from a vector database to ground responses in fact, effectively minimizing hallucinations.
Domain-Specific Fine-Tuning
Adapts the model's underlying patterns using thousands of examples of high-quality bilingual education resources and proven teaching methodologies.
Precision Control
Uses lowered temperature settings to prioritize consistency and adherence to verified information over creative variability.
Multi-Model Architecture
A model-agnostic system that selects the best-performing model (OpenAI, Anthropic, Google) for each specific task, verified by cross-model validation.
Continuous Expert Validation
Bilingual education specialists regularly review the knowledge base to ensure ongoing alignment with pedagogical standards.
Human Expertise Powered by AI
Verónica doesn't just process algorithms; she is fueled by the foundational knowledge and practical classroom wisdom of experienced bilingual educators and instructional designers. This human-in-the-loop approach ensures every response is pedagogically sound.
Integrated Learning Ecosystem
The Verónica system is available across all Enabling Learning online courses and professional development workshops, providing real-time coaching for bilingual and ESL educators.
Learn more at Enabling Learning