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.
Technical Architecture
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