Personalized educational trajectories

Learning Pathways for various levels

Build comprehensive educational routes combining simulations, articles, calculators, and assessments. Support beginners, middle-level students, and professionals using adaptive content and automatic recommendations.

📊 Progress analytics 🎧 Voice Tips 🤖 AI recommendations 🌐 66 languages
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Starter Pathway

Intro simulations, micro-videos, and short quizzes for novice students. Interactive glossaries and voice explanations of complex terms available.

  • • 6 modules, each 15 minutes long
  • • Automatic deadline reminders
  • • Immediate feedback after each task
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Core Pathway

Deeper immersion with project-based tasks, group discussions, and real-time progress analytics.

  • • 12 modules, including integrated lab tasks
  • • AI-guidance for next steps
  • • Intelligent checkpoints with instructor recommendations
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Expert Pathway

Research challenges, integration of external APIs (NASA, ESA), extended simulations and preparation for Olympiads.

  • • 20 modules, including interdisciplinary cases
  • • Achievement portfolio with open badges
  • • Automatic export to LMS and Google Classroom

Trajectory creation algorithm

  1. 1. Diagnosis of initial level.Use adaptive test and analyze previous results
  2. 2. Selection of simulation core.Find resources in the catalog by topic, difficulty, and progress requirements
  3. 3. Setting success markers.KPI: time in simulations, tasks completed, engagement level.
  4. 4. Add supporting materials.Articles, calculators, videos, group discussions.
  5. 5. Automatic alerts and reflections. Weekly digests, check-in surveys & voice hints.

Intelligent analytics

  • • Risk prediction of falling behind using ML model (XGBoost, accuracy 91%)
  • • Normalized engagement metrics: time, interactions, repeated sessions.
  • • Instructor and student reports with recommendations and reminders.
  • • Integration with SSO, LMS, Microsoft Teams & Slack.
Available export to PDF, Google Sheets and Power BI. Data complies with GDPR and FERPA.

STANDARD LEARNING PATHS

Segment
Content
SUCCESS METRICS
Adaptation
STEM club (13-15 years)
6 simulations, 3 group projects, debrief with a mentor.
70% completion, ≥4 hours of interaction, score increase by 18%.
Voice hints, push notifications, mobile version.
Beginners-Teachers
Methodological guides, lesson scenarios, simulation library by topics.
Average NPS 8.5, 40+ template views, 3 implementations per week.
Recommendations based on class profile, integration with Teams.
University students
Project course, application of simulations in research, peer-review.
Project protection, 2 external certifications, portfolio updates.
Productivity metrics, automatic synchronization with GitHub.
Corporate training
Safety, Ecological Simulations, ISO Certification
Completion rate 92%, budget savings 28%, incident reduction.
SAML authentication, BI-dashboard, SLA for managers.

Integration with ecosystem

  • • Connection to `simulation-builder.html` for custom practices.
  • • Dynamic synchronization with `catalog.html` for automatic content selection.
  • • Template library with duplication and localization capabilities for pathways.
  • • REST + GraphQL API for importing from external systems.
Included in the new 2025.Q4 release

Smart control of progress

ANALYTIC MODULE MONITORS ACTIVITY, TIME IN SIMULATIONS, USER ENGAGEMENT WITH CONTENT AND PROVIDES RECOMMENDATIONS FOR NEXT RESOURCES. VISUALIZATION OF PROGRESS IS AVAILABLE IN REAL-TIME ON THE COACH'S DASHBOARD.

Metrics

  • • Active Time Index
  • • Depth of Learning Score
  • • Collaboration Pulse

Automation

  • • Email & push reminders
  • • AI-based re-routing
  • • Weekly reflection survey

Chronology of improvement

Stage 1 — MVP (6 weeks)

Basic pathway templates, import simulations, manual student assignment.

Stage 2 — Analysis (10 weeks)

Added ML recommendations, dashboard integration, automatic notifications.

Stage 3 — Adaptability (12 weeks)

Individual voice feedback, A/B testing, full localization into 66 languages.

Stage 4 — Ecosystem (current)

Exchange pathway between schools, public catalogs, participant certification

Frequently Asked Questions:

1. How quickly can I create the first pathway?

Use the master run: select an object, difficulty level, desired outcomes. The system will suggest ready-made templates and simulation sets.

2. Can trajectories be copied between classes?

Yes, pathway can be duplicated, localized, and assigned to specific groups or individual users.

3. How is student progress assessed?

We track time in simulations, completed tasks, test results, and discussion activity. Data syncs with analytics.

4. Is integration with popular LMS available?

Google Classroom, Moodle, Canvas, Microsoft Teams are supported via LTI 1.3 and REST API.

5. Which languages are supported for content?

All pathways are available in 66 languages, including RTL. The system automatically pulls localized simulations and materials.

6. Are inclusive scenarios supported?

Available adaptive fonts, contrast themes, subtitles, spoken content, and alternative formats for students with disabilities.

7. How is content moderation carried out?

All pathways undergo moderation by scientific editors; user variants are marked with a 'Community Verified' badge.

8. Can external APIs be connected?

Yes, expert pathways have integration with NASA, ESA, NOAA, as well as personal data through GraphQL.

9. What certifications do students receive?

After completing the pathway, a digital certificate with details of achievements and a link to the portfolio is generated.

10. How are data security ensured?

All data is encrypted, stored according to GDPR. Regular backups, access control, security audits once per quarter.

Launch your Learning Pathway today

Connect your own simulation library, add checkpoints, and set up the student journey in just a few clicks.

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