Product Roadmap

Discover what we're building to help you unlock your child's full potential. Our roadmap reflects our commitment to continuous innovation in talent discovery and development.

Being Worked On

AI Talent Coach

AI Curator Enhancement

Proactive AI assistant that monitors progress and provides personalized guidance

Progress65%
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Beacon
  • Weekly talent development plans
  • Smart reminders and insights
  • Bottleneck detection
  • Risk analysis (burnout, interest loss)

Talent Insights Dashboard

Analytics

Advanced analytics and peer comparisons for deeper understanding

Progress22%
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Beacon
  • Percentile rankings
  • Peer talent comparisons ✨ Available now
  • Predictive analytics
  • Development patterns

Talent Marketplace

New Module

Connect talents with local activities and opportunities

Progress10%
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Beacon
  • Activity Resources ✨ Available now
  • Smart matching algorithm
  • Cost-benefit analysis
  • Provider ratings
Completed Features

Voice AI Curator Chat

AI Curator Chat

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

Progress100%
Flame
Beacon
  • 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

CZI Knowledge Graph Integration

Educational Standards Engine

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

Progress100%
All Plans
  • 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

School Lab

AI Education Engine

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

Progress100%
All Plans
  • 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

Talent Resources Search

AI Discovery Engine

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

Progress100%
All Plans
  • 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

Coding Agent

AI Analysis Engine

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

Progress100%
All Plans
  • 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

AI Model Presets

AI Configuration System

Specialized AI configurations optimized for different content types and analysis goals

Progress100%
All Plans
  • 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

ADHD Multi Agent Evaluation

ADHD Analysis Engine

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

Progress100%
Spark
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Beacon
API
  • 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

Smart Notifications

Core Platform

Intelligent notification system for timely updates and insights

Progress100%
All Plans
  • Analysis completion alerts
  • Progress milestones
  • Weekly email digests
  • Browser push notifications

Talent Journey Map

Talent Tree Enhancement

Visual roadmap for each talent's development path

Progress100%
Spark
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Beacon
  • Personalized milestones
  • Success path visualization
  • Adaptive recommendations
  • Progress tracking

Challenge System

Gamification

Gamified challenges for talent development

Progress100%
All Plans
  • Weekly challenges
  • Achievement badges
  • Progress tracking
  • Reward system

Dynamic Talent Avatars

Personalization Engine

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

Progress100%
All Plans
  • Talent-based visual generation
  • Age-appropriate styling
  • Gender-sensitive personalization
  • Progress-triggered avatar updates
  • Unique combinations per child

AI Educational Materials

Education AI Generator

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

Progress100%
Spark
Flame
Beacon
API
  • 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 Coloring Generation

AI Coloring Engine

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

Progress100%
All Plans
API
  • 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

School API Integration

School API Platform

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

Progress100%
kindergarten
school
  • 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
Planned Features

Deep Research Enhancement

Analysis Engine

Scientific frameworks integration for comprehensive analysis

Q4 2025
Beacon
  • Gardner's MI assessment
  • DMGT integration
  • Growth mindset scoring
  • PERMA wellbeing

Smart Talent Alerts

AI Insights

AI-powered alerts for talent development opportunities and risks

Q4 2025
Spark
Flame
Beacon
  • Talent plateau detection
  • Opportunity recommendations
  • Peer comparison insights
  • Development milestone alerts