Product Roadmap

Hands-free voice control for the AI Curator: ask by voice and receive spoken answers in your selected language (6 languages in testing).

• Full voice control for Curator chat
• Voice input: ask questions by speaking
• Voice output: replies spoken back in your language
• Language-aware STT/TTS with 6 languages (testing phase)
• Automatic routing so Curator answers in the chosen language
• Seamless fallback to text interface

Chan Zuckerberg Initiative's open educational infrastructure integrating standards-aligned AI generation with proven learning practices

• Integration with CZI's open knowledge graph infrastructure
• Standards-aligned content generation (Common Core, state standards)
• Learning progression mapping and scaffolding
• AI-powered curriculum alignment verification
• Educational quality assurance through graph-based validation
• Personalized learning trajectories based on proven pedagogy
• Open infrastructure for educational AI advancement
• Multi-state standards coverage and compliance

AI-powered worksheet generator that transforms any content into personalized educational materials in 60 seconds

• 60-second worksheet creation from any content
• Multimodal AI processing (PDF, images, video, audio)
• Personalized learning materials for grades 1-12
• 7 language support with cultural adaptation
• Neurodiverse learning accommodations
• Standards-aligned educational content
• COPPA-compliant security
• Professional PDF generation with illustrations

Intelligent AI system that discovers personalized educational resources and activities for talent development

• Multi-model AI search orchestration
• Talent-specific resource recommendations
• Location-based activity discovery
• Development trend analysis
• Multilingual resource search
• Quality validation and safety checks
• Real-time web content analysis
• Personalized learning pathways

Advanced AI analysis for programming code across 26+ languages with security validation

• 26+ programming languages support
• Advanced syntax highlighting
• Code complexity analysis
• Security validation & malicious code detection
• Real-time metrics visualization
• Age-appropriate evaluation
• Mobile-optimized code viewer

Specialized AI configurations optimized for different content types and analysis goals

• Programming preset for code analysis
• Music preset for audio talent discovery
• Art preset for visual creativity analysis
• General preset for comprehensive evaluation
• Auto-activation based on content type
• Model-specific optimizations
• Performance and cost optimization

Advanced AI-powered ADHD assessment using multiple specialized agents for comprehensive evaluation and personalized insights

• Multi-agent collaborative analysis system
• Specialized ADHD pattern recognition agents
• Comprehensive behavioral assessment
• Personalized intervention recommendations
• Progress tracking and monitoring
• Parental guidance and support tools
• Integration with existing talent analysis
• RESTful API for educational platforms

Proactive AI assistant that monitors progress and provides personalized guidance

• Weekly talent development plans
• Smart reminders and insights
• Bottleneck detection
• Risk analysis (burnout, interest loss)

Intelligent notification system for timely updates and insights

• Analysis completion alerts
• Progress milestones
• Weekly email digests
• Browser push notifications

Visual roadmap for each talent's development path

• Personalized milestones
• Success path visualization
• Adaptive recommendations
• Progress tracking

Advanced analytics and peer comparisons for deeper understanding

• Percentile rankings
• Peer talent comparisons ✨ Available now
• Predictive analytics
• Development patterns

Scientific frameworks integration for comprehensive analysis

• Gardner's MI assessment
• DMGT integration
• Growth mindset scoring
• PERMA wellbeing

Gamified challenges for talent development

• Weekly challenges
• Achievement badges
• Progress tracking
• Reward system

AI-generated unique avatars that evolve and transform as your child's talents develop and grow

• Talent-based visual generation
• Age-appropriate styling
• Gender-sensitive personalization
• Progress-triggered avatar updates
• Unique combinations per child

AI-powered educational content generation for Mathematics, Physics, Linguistics, Chemistry, and Biology with personalized worksheets, mini-projects, and reading materials

• 5 academic subjects: Math, Physics, Linguistics, Chemistry, Biology
• Personalized content based on talent analysis
• Grade-appropriate materials (1-12 grades)
• Multiple content types: worksheets, mini-projects, reading
• 7 language support (EN, DE, FR, IT, ES, PT, RU)
• PDF generation with MathJax support
• Answer keys and evaluation rubrics
• Progress tracking and recommendations

AI-powered coloring page generation with personalized themes, characters, and educational content tailored to your child's interests and talents

• Talent-based coloring themes
• Custom characters and scenes
• Educational coloring content
• Age-appropriate complexity levels
• Multiple art styles and themes
• Instant PDF generation
• Print-ready high-quality images
• Unlimited creative variations

Complete REST API solution for schools and kindergartens to integrate AI-powered talent discovery into their educational workflows

• Complete REST API documentation
• Student work analysis (essays, code, images, audio, video)
• Talent scoring and personality assessment
• Batch processing capabilities
• Webhook notifications for real-time updates
• Rate limiting and usage analytics
• Multi-language support
• Security and FERPA compliance
• Dedicated support and onboarding
• Custom integration assistance

AI-powered alerts for talent development opportunities and risks

• Talent plateau detection
• Opportunity recommendations
• Peer comparison insights
• Development milestone alerts

AI-generated personalized science books with narrative, visuals, audio narration, and assessments tailored to your child's interests and learning level

• Personalized science stories (3-10 chapters)
• AI-generated illustrations per chapter
• Text-to-speech audio narration via QR code
• Multilingual support (10 languages)
• Adaptive difficulty and reading levels
• PDF export for offline reading
• Screen-free learning experience

AI-powered dual-mode homework assistant for parents to support their children's learning with multimodal analysis and personalized guidance

• Dual-mode operation: Check Errors & How to Help
• Multimodal AI analysis (images, PDFs, text)
• Subject matter identification
• Pedagogical scaffolding questions for parents
• Text-to-speech audio tips (Platform mode)
• Public access with rate limiting (3/day)
• Plan-based limits for authenticated users
• Multilingual support (7 languages)
• Grade-appropriate explanations

Intelligent conversational AI system for personalized homework assistance with RAG-based context and child-specific insights

• RAG-based context from homework analysis
• Child-specific insights (talents, age, learning style)
• Vector search with pgvector + Gemini Embeddings
• Personalized follow-up questions and clarifications
• Multilingual chat support
• Unified billing with chat message limits
• Context-dependent recommendations
• Real-time conversation with AI fallback chain