Sudar Studio
Document & URL to course
Upload PDF/DOCX or paste a URL; AI drafts outline and modules with RAG over your sources.
- ·Block-based editor with live preview
- ·14 visual personas / templates
- ·Fact-checking and content moderation hooks
Platform capabilities
This page tracks what ships in the Sudar monorepo today. For narrative release notes see Updates; for step-by-step tours see Guides.
Screenshots
Sudar Studio
Authoring, paths, analytics, governance, and integrations for L&D teams.
Sudar Studio
SCORM 1.2 import & export
Import packaged e-learning; export SCORM or publish directly to Learn.
- ·Parse imsmanifest.xml into Sudar modules
- ·Learn delivers via iframe proxy with correct MIME types
Sudar Studio
Learning paths & compliance
Ordered paths, mandatory courses, due dates, and compliance views.
- ·At-risk / overdue tracking
- ·Compliance email reminders (cron + Resend)
- ·Certificates on path completion
Sudar Studio
Personalization & governance
Org policy for AI overlays, learner groups, consent, and trust documentation links.
- ·Module overlays stored on enrollments (canonical content unchanged)
- ·Governance page links to docs/trust pack
- ·Learner group targeting for personalization audience
Sudar Studio
Localization (org defaults)
Studio UI locales and org default learner UI language in settings.
- ·next-intl catalogs
- ·Org localization card
- ·Optional Together AI course covers on create
Sudar Studio
Integrations & MCP
ALP API keys, embed Sudar, ChatGPT connector URL, and MCP audit logging.
- ·Bearer auth on creator API routes
- ·POST /api/mcp/audit for tool telemetry
- ·Cursor mcp.json snippet on Integrations page
Sudar Learn
Learner delivery, modalities, tutor, memory, gamification, and search.
Sudar Learn
Seven learning modalities
One authored course; learners switch Read, Listen, Watch, Map, Cards, Feed, Play.
- ·On-demand TTS (Edge-TTS / Sarvam via Intelligence)
- ·AI flashcards and mind maps from module content
- ·SudarVid / Remotion for generated video
Sudar Learn
Tutor Sudar & longitudinal memory
RAG over course content, session memory, proactive nudges, and governed LLM cadence.
- ·Floating chat + in-course tutor
- ·Proactive choice chips on dashboard and idle nudges in courses
- ·My Memory: digest cadence and tutor memory preferences
Sudar Learn
Learner personalization overlays
Role explain and brief views per module when org policy and consent allow.
- ·Overlays on enrollment only
- ·Generative AI consent when required by org
Sudar Learn
Gamification & engagement
Quests, check-ins, coins, achievements, and in-app notifications.
- ·Structured learning_events for milestones
- ·Dashboard toasts for level-ups
Sudar Learn
Notification sounds
Optional chimes for generation complete, tutor reply, toasts, and celebrations.
- ·Settings → Notification controls
- ·Quiet hours and prefers-reduced-motion respected
- ·Studio: chime when AI course generation finishes
Sudar Learn
Global search
Discover courses and paths from the learner dashboard search entry point.
- ·Server-backed search routes under /search
Sudar Learn
30+ UI locales & multilingual TTS
Cookie-driven UI language, content language prefs, RTL fonts, and localized tutor prompts.
- ·Memory → language preferences
- ·Org default UI locale from Studio when unset
Sudar Intelligence
Adaptive engine, TTS, generation, and tutor backends (Python FastAPI).
Sudar Intelligence
Digital Learner Twin & NBA
Event ingestion updates profiles; next-best-action and modality recommendations.
- ·FastAPI adaptive routes
- ·Modality dispatcher and skill gap mapping
Sudar Intelligence
Multi-format generation
Course content, audio, images (Together), with provider fallback chains.
- ·Together / OpenAI / Anthropic where configured
- ·Edge-TTS and Sarvam for Listen
ALP & MCP
Plugins for Moodle and other LMSs; MCP for Cursor, ChatGPT, and partners.
ALP & MCP
ALP for existing LMSs
SudarMemory, SudarChat, SudarRecommend for Moodle; API for Canvas and others.
- ·POST /api/alp/events, tutor/query, next-action
- ·x-alp-api-key from Studio Integrations
ALP & MCP
Sudar MCP (Cursor & ChatGPT)
stdio package, Cloudflare remote OAuth worker, creator tools for course generation.
- ·@sudar/mcp-server on npm
- ·mcp.thesudar.app for ChatGPT connector
- ·Toolsets: integrator, creator, admin, learner
New since spring 2026
- MCP servers for Cursor and ChatGPT (creator + integrator toolsets)
- Chime-style notification sounds (Learn settings + Studio generation)
- 30+ UI locales, org default language, multilingual TTS
- Tutor memory LLM cadence (learner + org governance)
- Personalization v2 overlays, consent, and learner groups
- Proactive tutor chips and idle nudges with choice replies
- Trust pack and Studio Governance page