Product Roadmap
Track our progress and see what's coming next for Syllabyte.ai
Release Notes
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Version 2.5.1 -🐛 Bug Free?, No Bugs? Ever?
v2.5.1
August 11, 2025
Syllabyte.ai Release Notes - Version 2.5.1
🐛 Bug Fixes
- Fixed copy and paste functionality for classifications and alignments across multiple slices and content items
- Resolved issues with the project review page functionality
- Various bug fixes and performance improvements
✨ New Features
- Staging Support: Added ability to stage collections of alignments or classifications from recent history, syllabus, and custom list browsers before submission
- Third-Party Reviewer Infrastructure: Updated core infrastructure to enable external reviewers to join the platform outside of tenant groups (full functionality coming in next release)
🔧 Improvements
- Enhanced "align to all slices" functionality and improved automatic primary slice detection for better copy-paste experience across content items
- Updated learning objective relationships mapper and visualizer
- Improved knowledge graph generation and outcome alignment propagation
Version 2.4.0 - Content Ingestion Improvements
v2.4.0
June 2, 2025
🧠 Syllabyte.ai v2.4.0 - Ingestion Improvements
🤖 AI and Machine Learning
- Enhanced AI Integration - Improved content analysis models
- Smart Content Generation - Auto-generated metadata, summaries, and learning objectives
- Multilingual Support - Expanded language capabilities with context-aware suggestions
🔄 Content Processing Pipeline
- Enhanced Document Processing - PDF, Word, PowerPoint integrations
- Media Processing - Image optimization, video thumbnails, audio speech-to-text
🎨 User Interface Updates
- Performance Improvements - 40% faster page loads, optimized queries
🔌 Integration Enhancements
- Enhanced Integrations
- Workflow Improvements - Streamlined content development processes
Version 2.4.0 focused on AI capabilities and content intelligence, laying the foundation for v2.5.0.
Development Status
Backlog
1Adaptive Learning AI Engine
Personalized Learning Revolution 🧠
AI-powered adaptive learning system that personalizes content delivery based on individual learning patterns and preferences.Adaptive Features
- Learning Style Detection through behavior analysis
- Difficulty Adjustment in real-time
- Content Recommendation based on performance
- Learning Path Optimization for individual goals
- Knowledge Gap Identification and remediation
- Mastery-based Progression with competency tracking
AI Technologies
- Deep Learning Models for pattern recognition
- Natural Language Processing for content analysis
- Reinforcement Learning for optimization
- Computer Vision for engagement detection
- Predictive Modeling for success forecasting
Personalization Engine
- Individual Learning Profiles with preference tracking
- Adaptive Content Delivery with multiple formats
- Intelligent Tutoring with conversational AI
- Collaborative Learning matching and grouping
- Motivation Systems with gamification elements
Q4 2025Aug 11, 2025
In Development
4Chalky MCP Conversational AI Enhancement
Next-Gen AI Interaction 🤖
Transforming Chalky from a tool interface into an intelligent conversational partner for educational content development.Conversational AI Features
- Natural Language Understanding for complex educational queries
- Context Awareness across conversation history
- Intent Recognition for educational content tasks
- Multi-turn Conversations with memory retention
- Proactive Suggestions based on user patterns
- Emotional Intelligence for user experience optimization
Enhanced MCP Capabilities
- Workflow Orchestration through natural conversation
- Complex Query Processing with follow-up questions
- Educational Domain Expertise with specialized knowledge
- Content Creation Assistance with iterative refinement
- Collaborative Problem Solving with users
Advanced AI Integration
- Large Language Model fine-tuning for education
- Retrieval Augmented Generation (RAG) for accuracy
- Function Calling with natural language triggers
- Error Recovery and clarification requests
- Learning Personalization based on user preferences
Q3 2025Aug 10, 2025
Integrated Lesson Planning and Assessment Builder
Complete Educational Authoring Suite 📚
Integrating lesson planning, unit of work creation, and assessment building directly into content slice tooling.Lesson Planning Integration
- AI-Powered Lesson Generation from content slices
- Learning Objective Alignment with standards
- Activity Sequence Planning with timing estimates
- Resource Recommendation engine
- Differentiation Strategies for diverse learners
- Assessment Integration throughout lesson flow
Unit of Work Planning
- Multi-lesson Sequencing with progression mapping
- Cross-curricular Connections identification
- Pacing Guide Generation with flexibility
- Resource Planning and allocation
- Collaborative Planning tools for teams
- Standards Coverage tracking across units
Assessment Builder Features
- Automatic Question Generation from content
- Rubric Creation with standards alignment
- Formative Assessment integration
- Adaptive Testing capabilities
- Peer Review and self-assessment tools
- Analytics Dashboard for assessment effectiveness
Q4 2025Aug 10, 2025
Scenario-Based Learning Script Designer
Immersive Learning Experience Creator 🎭
Powerful authoring tools for creating engaging scenario-based learning experiences with branching narratives and interactive decision points.Core Authoring Features
- Visual Script Editor
Scenario Design Framework
- Learning Objective Mapping to scenario outcomes
AI-Powered Content Generation
- Automatic Scenario Generation from learning objectives
- Dialogue Creation with character-appropriate language
- Assessment Integration within narrative flow
Q4 2025Aug 10, 2025
Skills and Job Alignment with O*NET Integration
Workforce Intelligence Revolution 🚀
Integrating O*NET occupational data to align educational content with real-world job skills and career pathways.Core Features in Development
- *ONET Database Integration** with 1,000+ occupations
- Skills Mapping Engine for content-to-career alignment
- Job Family Classification across all industry sectors
- Career Pathway Visualization and recommendation
- Skills Gap Analysis for learners and organizations
- Competency Framework mapping
Q3 2025Aug 10, 2025