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

1

Adaptive 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

4

Chalky 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