How is Agentic LMS different from Canvas or Blackboard?

Agentic LMS includes AI agents built directly into every course—not as add-ons. It combines full LMS functionality (authoring, delivery, assessments, gradebook) with adaptive AI tutoring, citable answers grounded in course materials, and real-time learning analytics. You also own the code and data.

Can Agentic LMS work alongside our existing LMS?

Yes. Agentic LMS integrates via LTI 1.3 with Canvas, Blackboard, Brightspace, Moodle, and other platforms. You can use it as a standalone LMS or as an AI-enhanced layer on top of your current system.

How do the built-in AI agents work?

Each course gets its own AI agent trained on your materials. The agent provides citable, verified answers with references to specific lectures, readings, and slides. Instructors control guardrails, and all responses are grounded in approved content—not general internet knowledge.

What course authoring features are included?

Agentic LMS includes an AI co-designer that helps draft syllabi, learning outcomes, question banks, and rubrics. You can import content from PDFs, PPT, and Docs, and the platform automatically structures it into modules with outcomes mapping.

What analytics does Agentic LMS provide?

Real-time dashboards show engagement, learning gaps, at-risk students, agent usage, and outcomes by cohort. Instructors see which topics students struggle with, and administrators get program-level insights for accreditation reporting.

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Agentic LMS

The AI LMS that is truly personalized

Agents that remember every learner and adapt each lesson to their full memory profile, create courses from a prompt or a PDF, and grade any kind of submission against your own rubrics—on infrastructure you own. On ibl.ai you own all the code and the data, run it model-agnostic across any LLM, and pay with no per-seat pricing — so you can deploy anywhere, from your own cloud to a fully air-gapped network. No need to choose build vs. buy — you get both.

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Want to read the source?View the code on GitHub →

Title card of the video: Agentic LMS, the course that learns the student, over a laptop showing a learner's memory — Agentic LMS: the course that learns the student · 0:56

We host itStart at $0 on the ibl.ai cloudFree tier with renewable monthly credits, no credit card, usage-based from there. Move to your own infrastructure anytime, nothing to rebuild.Hosted deployment See pricing

You own itTake the whole codebaseBackend and infrastructure under a perpetual license, so you own all the code and the data. Your cloud, on-premise or air-gapped, under your control.Full code license

Available on

What makes it agentic

Not an LMS with a chatbot in the corner. Agents hold a memory of every learner, build the course, adapt every lesson to the person taking it, and grade whatever they hand in.

A memory of every learnerAgents keep a full memory profile per learner: what they know, what they missed, how they learn. Every lesson is generated with that profile as its context, so no two people get the same page.Memory-driven adaptation Courses created with AIDescribe the course, or drop in a PDF, and the co-designer builds modules, lessons, assessments and jumpstart templates. You edit, publish and iterate.Course design inside Grading for any kind of workLearners submit text, documents, images, code or files. Agents grade against your own rubric prompts and explain the score, so instructors review instead of mark.MIT · github.com/iblai/lms

How is Agentic LMS different from a typical LMS?

The incumbent LMS was built before AI: one page for every learner, grading by hand, and AI as a chatbot bolted to the side. Agentic LMS remembers each learner, adapts every lesson, builds the course, grades the work, and hands you the code.

	Agentic LMS	A typical LMS
How a lesson is delivered	Agentic LMSGenerated for the person, with their full memory profile as context: what they know, what they missed, how they learn.	A typical LMSThe same page for everyone.
AI in the course	Agentic LMSAn agent per course, grounded in its material and in the learner's memory, with Study Mode, deep research and practice that adapts.	A typical LMSA chatbot bolted on, if any, with no view of the course or the learner.
Course creation	Agentic LMSAn AI co-designer builds the course from a prompt or a PDF, with jumpstart templates, then you edit.	A typical LMSManual, page by page.
Grading	Agentic LMSAny submission, text, documents, images, code or files, graded against your rubric prompts with an explanation.	A typical LMSMultiple choice auto-graded; everything else by hand.
Where it runs	Agentic LMSYour VPC, your keys, your IAM, or on-premise and air-gapped. Or on the ibl.ai cloud from $0.	A typical LMSThe vendor's cloud only.
The model	Agentic LMSAny LLM, swappable, including local models.	A typical LMSOne vendor's model, chosen for you.
Pricing shape	Agentic LMSUsage-based or a flat license. Enrolling everyone does not change the shape of the bill.	A typical LMSPer seat or per FTE, scaling with headcount whether or not anyone logs in.
What you own	Agentic LMSThe source, delivered and extensible, so you own all the code and the data.	A typical LMSA tenancy. The code and the data model stay theirs.

Your Code. Your Data.Full ownership, zero vendor lock-in

Any LLM, Your ChoiceAir-gapped or any cloud provider’s

85% Lower CostSignificantly cheaper at scale

Engineers IncludedOur team builds it with yours

MCP Architecture Guide

How to connect your existing systems to AI agents using the Model Context Protocol — step by step.

Read the Guide

Models & Runtimes — any model, any agent runtime

Google Gemini Microsoft Copilot Amazon Bedrock OpenAI GPT Anthropic Claude OpenClaw NemoClaw

Services

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Agentic LMS — AI-Powered Learning: Authoring, Delivery, and Analytics—All in One

Agentic LMS by ibl.ai unifies full-featured course creation and management with adaptive, citable AI agents.

It runs onboarding, compliance and certification programs, partner and customer enablement, and academic courses on the same platform—whatever your organization needs to teach and evidence.

Deployed in your infrastructure with your keys and your controls—including full code access.

For Learners: Built-In Agents That Know the Material

An Agent Per CourseEvery course carries an agent grounded in that course's own content and your organization's policies, so answers cite the source rather than the open web.

Adaptive PathsContent adjusts to prior performance and role, so a new hire, a recertifying professional, and a degree student each get the right depth.

Available EverywhereWeb, desktop, and mobile, with progress and history following the learner across devices.

ResultFaster completion, fewer support requests, better retention of the material.

For Authors & Program Teams: Author Once, Scale Infinitely

AI-Assisted AuthoringDraft modules, assessments, and rubrics from source material you supply—policies, SOPs, product docs, or a syllabus—with review before anything publishes.

Assessment & GradebookQuestion banks, auto-grading, and outcome tracking, so completion and competency are evidenced rather than asserted.

Reuse Across ProgramsOne module can serve onboarding, compliance, and certification without being rewritten three times.

ResultFar less time building courses, and far more consistency across them.

For Administrators & IT: A Modern, Ownable Platform

Runs in Your EnvironmentDeploy on-prem or in your cloud (AWS, Azure, GCP). Your VPC, your KMS, your IAM—no external data dependencies.

Full Code AccessSource access to the platform, connectors, and agent interfaces—no vendor lock-in.

Governance & ComplianceFERPA, HIPAA, SOX, GDPR, and NIST 800-53 support with SOC 2-aligned controls, RBAC, SSO, audit logs, and retention policies.

No Per-Seat PricingCost tracks usage, not headcount—so enrolling the whole organization does not change the shape of the bill.

ResultPredictable cost, complete auditability, and a platform you keep.

What's Inside Agentic LMS (Highlights)

Course AuthoringAI-assisted module, assessment, and rubric generation with human review

Adaptive DeliveryRole- and performance-aware paths across web, desktop, and mobile

Agents Per CourseCitable assistants grounded in the course's own content

Assessment & GradebookQuestion banks, auto-grading, competency and outcome tracking

AnalyticsCompletion, engagement, and outcome dashboards in real time

Standards & InteropSCORM, xAPI, and LTI 1.3 so it sits beside what you already run

Why Agentic LMS Outperforms a Typical LMS

Agents IncludedAgentic LMS: an agent per course, grounded | Typical: a chatbot bolted on, if any

Runs in Your InfraAgentic LMS: your VPC, keys, IAM | Typical: vendor cloud only

Full Code AccessAgentic LMS: source delivered, extensible | Typical: black box

Pricing ShapeAgentic LMS: usage-based or flat license | Typical: per-seat, scaling with headcount

Model-AgnosticAgentic LMS: any LLM, swappable | Typical: one vendor's model

Benefits That Drive Impact

LearnersHelp that cites the actual material, on any device.

Authors & Program TeamsAuthor once, reuse across every program that needs it.

Leadership & ITAn ownable platform with evidence regulators and auditors accept.

For Course Designers: AI-Assisted Design, Human Review

Draft From What You Already HaveTurn policies, SOPs, product documentation, or an existing syllabus into modules, activities, and assessments—with every draft queued for review before it publishes.

Outcomes Mapped as You WriteEach activity is tied to the outcome it evidences, so alignment is a property of the course rather than a spreadsheet maintained beside it.

Accessibility Checked in PlaceWCAG issues surface while authoring—alt text, contrast, structure, captions—not in an audit months later.

ResultDesign cycles measured in days, with the review trail intact.

Course design inside Agentic LMS

AI-Assisted AuthoringModules, activities, assessments, and rubrics drafted from your source material

Outcome MappingActivity-level alignment to the framework that governs the program

Accessibility ChecksWCAG validation during authoring, not after publication

Review WorkflowsNamed human review and revision history on every change

Any-LMS ExportSCORM, xAPI, and LTI 1.3 packaging

Model-AgnosticAny LLM, swappable, including models you host yourself

ibl.ai

Agentic LMS runs on Agentic OS, so the same memory layer, model routing, identity, and governance serve every agent your organization deploys.

Authoring, delivery, credentials, and analytics come from one platform you own—not four subscriptions you rent.

Experience Agentic LMS Today

Architecture ReviewMap your identity, content, and reporting requirements

Private PilotDeploy in your cloud with your programs and policies

Schedule a DemoSee authoring, delivery, and analytics end to end—with code you own.

What our partners say about us

Case Studies

Chris Gabriel | Google

Case Studies

Lorena Barba | George Washington University

Case Studies

Dr. Juana Mendenhall | Morehouse College

Juile Diop | MIT

Adam Tetelman | Nvidia

Jason Dom | American Public University System

Benjamin Breyer | Columbia University

Ken Fujiuchi | SUNY

Erika Digirolamo | Monroe College

David Flaten | SUNY

David Vise | Modern States Education Alliance

Linda Wood | ARM Institute (U.S. Department of Defense)

Case Studies

Chris Gabriel | Google

Case Studies

Lorena Barba | George Washington University

Case Studies

Dr. Juana Mendenhall | Morehouse College

Juile Diop | MIT

Adam Tetelman | Nvidia

Jason Dom | American Public University System

Benjamin Breyer | Columbia University

Ken Fujiuchi | SUNY

Erika Digirolamo | Monroe College

David Flaten | SUNY

David Vise | Modern States Education Alliance

Linda Wood | ARM Institute (U.S. Department of Defense)

Frequently Asked Questions

Bring us a hard problem. Keep the code.

Run Agentic LMS on your own terms

Start free on our cloud today, or take the whole codebase into your own infrastructure. Either way our engineers work alongside your team, and you own all the code and the data.

Get Started Free Book a 30-minute demo Download & Own Your AI

ibl.ai is family-owned and operated from New York, NY — a U.S.-headquartered, domestically-owned long-term partner, not a vendor that sells licenses and moves on. · SOC 2 Type II certified