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

Build, deliver, and track CLE and compliance training with AI coaches baked in. Full-featured course authoring, practice-area learning paths, and firm-wide analytics—all in one ownable platform. 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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Paul LeBlanc, former President and CEO, Southern New Hampshire University

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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

On the ibl.ai cloudStart at $0, usage-based from thereFree tier with renewable monthly credits, no credit card. Move to your own infrastructure anytime, nothing to rebuild.Hosted deployment See pricing

On your infrastructureRun it in your own environmentYour cloud, on-premise or air-gapped, under your control. Backend and infrastructure under a perpetual license.Full code license

Prefer to build together? Our AI Transformation team builds agents and apps with yours, on your systems.

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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 for Legal

How to connect your legal systems (document management, case management, billing, research) to AI agents — step by step.

Read the Guide

Models & Runtimes — any model, any agent runtime

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Services

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Agentic LMS — AI-Powered Training Platform for Law Firms: CLE, Compliance, and Associate Development—All in One

Agentic LMS by ibl.ai unifies full-featured CLE and compliance course creation with adaptive, citable AI coaches built for legal professionals.

Design bar-compliant CLE programs, associate development tracks, and knowledge management courses—automate credit tracking and surface real-time competency insights—while you keep full control of your code, data, and models.

For Associates & Legal Staff: Learn Faster with Built-In AI Coaches

Personalized Development PathsAuto-generated learning plans adapt to practice area, seniority level, and CLE deadlines—guided by an always-on AI coach.

Context-Aware Help, Not GuessworkEvery explanation cites your firm's knowledge base, practice guides, and regulatory materials for transparent, verifiable answers.

Practice That SticksOn-demand assessments, case-study simulations, and targeted remediation where competency gaps appear—aligned to bar requirements.

Seamless Training ExperienceAll coaching, CLE modules, compliance courses, and firm resources live in one place—web or mobile.

ResultFaster ramp-up, higher CLE completion, and stronger practice-area expertise.

For Practice Group Leaders & Training Teams: Author Once, Deploy Firm-Wide

Powerful Course AuthoringBuild CLE modules, compliance tracks, and assessments. Import content (PDF, PPT, Docs) and convert to structured training units.

AI Co-DesignerDraft CLE outlines, learning objectives, case studies, and question banks in minutes—review with your practice expertise in control.

Coach-Augmented TrainingAuto-generate practice guides, hints, and worked examples; route repeat questions to the AI coach while you focus on client work.

Assessment & CLE CreditItem banks, randomized variants, attendance verification, and AI-assisted feedback—with full CLE credit tracking and audit trails.

ResultLess time on training administration, more time on billable work and mentoring.

For Firm IT & Administration: A Modern, Ownable Training Platform

Deep LMS InteroperabilityWorks with existing legal learning platforms via LTI 1.3 and REST APIs—or run Agentic LMS as your primary firm-wide training platform.

Full Data & Code OwnershipNo vendor lock-in. Deploy on your cloud, choose your LLMs (OpenAI, Gemini, Anthropic, Llama, etc.), and export everything.

Analytics that MatterFirm dashboards for CLE compliance status, practice-area skill gaps, associate development progress, and coach usage—real-time and drill-down ready.

Enterprise-Grade SecuritySOC 2-aligned controls, attorney-client privilege safeguards, encryption in transit/at rest, robust RBAC, and audit trails.

ResultLower TCO, streamlined CLE compliance, and measurable associate development across practice groups.

What's Inside Agentic LMS for Legal (Highlights)

CLE Authoring & TemplatesBlueprints for CLE modules, practice-area tracks, ethics courses, and assessment rubrics

AI Coaches per CourseCitable answers grounded in your firm's knowledge base with guardrails you define

Assessments & CLE TrackingItem banks, attendance verification, credit-hour tracking, and bar-reporting exports

Discussions & CollaborationThreads, peer review, and coach-assisted moderation for practice groups

Compliance ReportingCLE credit status, bar deadline tracking, mandatory training completion, and export to HR systems

Content ManagementVersioned files, multimedia, and inline citations to authoritative legal sources

Notifications & JourneysNudges for CLE deadlines, compliance renewals, and onboarding milestones

IntegrationsLTI 1.3, SCORM/xAPI, document management systems, SSO (SAML/OIDC), and HRIS connectors

GovernanceFirm-level RBAC, practice-group scopes, matter-wall controls, and policy enforcement

Why Agentic LMS Outperforms a Typical Legal Training Platform

AI Coaches Built-InAgentic LMS: Practice-specific, citable, governed | Typical Platform: Add-on or absent

Full Control & OwnershipAgentic LMS: Firm owns code, data, and models | Typical Platform: Vendor-controlled

Multi-LLM CompatibilityAgentic LMS: OpenAI, Gemini, Anthropic, Llama, more | Typical Platform: Single-model dependency

Authoring SpeedAgentic LMS: AI co-designer + CLE templates | Typical Platform: Manual build-out

CLE AnalyticsAgentic LMS: Real-time credit tracking, compliance, deadlines | Typical Platform: Limited or delayed reports

InteroperabilityAgentic LMS: Deep DMS + HRIS + SCORM/xAPI APIs | Typical Platform: Shallow connectors

Privilege & GovernanceAgentic LMS: Matter-wall controls, firm-managed, exportable | Typical Platform: Generic access controls

Benefits That Drive Impact

Associates & StaffMaster practice areas with adaptive coaching, case-study practice, and clear citations.

Practice LeadersShip CLE programs faster, maintain quality oversight, and automate credit tracking.

Firm LeadershipOwn your AI stack, cut licensing costs, and get transparent development outcomes firm-wide.

For Course Designers: AI-Assisted Design, Human Review

From Regulation to CurriculumTurn regulatory updates and practice-area requirements into a draft CLE curriculum, module map, and delivery schedule in minutes.

CLE Credit-Backed AlignmentMap learning objectives to state bar CLE requirements, ethics mandates, and specialty certifications; generate alignment matrices and coverage heatmaps.

Assessment & RubricsCreate item banks, rubrics, and case-study assessments; include variants and competency-check options.

Accessibility by DefaultWCAG-aware page templates, alt-text prompts, caption checklists, and color-contrast checks embedded in the workflow.

ResultHigher-quality legal training produced in a fraction of the time—without sacrificing practice-area rigor.

Course design inside Agentic LMS

CLE BlueprintsObjectives, modules, delivery schedules, case studies, activities

Regulatory AlignmentLearning objectives to bar requirements and ethics frameworks with matrices and reports

Assessment AuthoringQuestion banks, rubrics, case-study variants, grading policies

Accessibility ToolkitWCAG prompts, media captions, color/contrast checks, accessible templates

Evidence PortfolioAuto-compiled artifacts, alignment rationale, and review notes for compliance audits

CollaborationMulti-role workflows, comment threads, approvals, and versioning

Content IngestionImport Docs/PDF/PPT and convert into structured legal training units with citations

Readiness & QAChecklists for rigor, credit-hour balance, and CLE compliance

PublishingOne-click LTI export to LMS; CLE credit metadata and reporting syncing

AnalyticsDesign coverage, item difficulty, and early completion-risk signals once the training is live

ibl.ai

The ibl.ai platform unifies CLE and compliance training with free-form legal research coaching, onboarding support, and knowledge management — a unified, ownable AI operating system for law firm learning and development.

Experience Agentic LMS for Legal Today

Start for FreeBuild a CLE course with a built-in AI coach

Firm DeploymentContact ibl.ai for firm-wide rollout

Schedule a DemoSee Agentic LMS in action with your practice leaders

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.

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