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 agency training with AI coaches baked in. Full-featured course authoring, mandate-aligned learning paths, and compliance 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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1.6M+Platform Users

400+Organizations

“ibl.ai does amazing work and are great people.”
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 Government

How to connect your agency systems (HRIS, LMS, case management, citizen services) to AI agents — with federal security and NIST 800-53 compliance.

Read the Guide

Models & Runtimes — any model, any agent runtime

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

Services

AI Transformation Air-Gapped AI Studio Production

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Agentic LMS — AI-Powered Training Platform for Government: Authoring, Delivery, and Compliance Analytics—All in One

Agentic LMS by ibl.ai unifies full-featured training creation and management with adaptive, citable AI coaches built for government requirements.

Design mandate-aligned training programs, automate compliance workflows, and surface real-time workforce readiness insights—while you keep full control of your code, data, and models in GovCloud, on-prem, or IL4/IL5 enclaves.

For Federal & State Workforce: Train Faster with Built-In AI Coaches

Personalized Training PathsAuto-generated development plans adapt to role requirements, clearance levels, and mandate deadlines—guided by an always-on AI coach.

Context-Aware Help, Not GuessworkEvery explanation cites approved agency policies, regulations, and training materials for transparent, verifiable answers.

Practice That SticksOn-demand assessments, scenario-based exercises, and targeted remediation where competency gaps appear—aligned to federal competency frameworks.

Seamless Training ExperienceAll coaching, mandatory trainings, certifications, and resources live in one place—web or mobile, CAC/PIV-compatible.

ResultFaster onboarding, mission-ready workforce, and improved compliance rates.

For Program Managers & Training Officers: Author Once, Deploy Agency-Wide

Powerful Course AuthoringBuild modules, mandate-aligned tracks, assessments, and rubrics. Import content (PDF, PPT, Docs) and convert to structured training units.

AI Co-DesignerDraft training outlines, competency objectives, SOPs, and question banks in minutes—review with your program requirements in control.

Coach-Augmented TrainingAuto-generate job aids, hints, and worked examples; route repeat questions to the AI coach while you focus on mission-critical program work.

Assessment & CertificationItem banks, randomized variants, pass/fail thresholds, and AI-assisted feedback—with full program manager oversight, recertification scheduling, and audit trails.

ResultLess time on manual compliance tracking, more time on mission delivery.

For Agency IT: A Modern, Ownable, ATO-Ready Training Platform

Deep LMS InteroperabilityWorks with Cornerstone for Government, Percipio, FedVTE, AgLearn, and more via LTI 1.3 and REST APIs—or run Agentic LMS as your primary agency training platform.

Full Data & Code OwnershipNo vendor lock-in. Deploy in GovCloud, on-prem, or IL4/IL5 enclaves. Choose your LLMs (OpenAI, Gemini, Anthropic, Llama, air-gapped options), and export everything.

Analytics that MatterAgency dashboards for compliance status, certification tracking, workforce readiness, and coach usage—real-time and drill-down ready.

Federal-Grade SecurityNIST 800-53 aligned controls, NIST 800-53 compliance, encryption in transit/at rest, robust RBAC, audit trails, and data classification support.

ResultATO-ready controls, predictable cost, and accelerated AI adoption—under your authority.

What's Inside Agentic LMS for Government (Highlights)

Training Authoring & TemplatesBlueprints for modules, competency objectives, mandate-aligned tracks, and certification programs

AI Coaches per CourseCitable answers grounded in approved agency materials with guardrails you define

Assessments & CertificationItem banks, proctoring integrations, recertification scheduling, and mandatory training tracking

Discussions & CollaborationThreads, cross-agency learning communities, and coach-assisted moderation

Compliance ReportingMandatory training status, certification expiration tracking, and export to HRIS/personnel systems

Content ManagementVersioned files, multimedia, classification markings, and inline citations to authoritative sources

Notifications & JourneysNudges for overdue mandates, certification renewals, and onboarding milestones

IntegrationsLTI 1.3, SCORM/xAPI, HRIS connectors (USA Staffing, DCPDS), PIV/CAC SSO, and GovCloud storage

GovernanceAgency-level RBAC, program/bureau scopes, data classification, and policy enforcement

Why Agentic LMS Outperforms a Typical Government Training Platform

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

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

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

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

Compliance AnalyticsAgentic LMS: Real-time mandate tracking, certification, readiness | Typical Platform: Limited or delayed reports

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

Security & GovernanceAgentic LMS: NIST 800-53 aligned, NIST 800-53, ATO-aligned | Typical Platform: Commercial controls only

Benefits That Drive Impact

WorkforceMaster skills with adaptive coaching, scenario-based practice, and clear citations to authoritative sources.

Program ManagersShip training faster, maintain compliance oversight, and automate mandate tracking.

Agency LeadershipOwn your AI stack, reduce licensing costs, and get transparent workforce readiness across programs.

For Course Designers: AI-Assisted Design, Human Review

From Mandate to CurriculumTurn regulatory mandates and agency requirements into a draft curriculum, module map, and delivery schedule in minutes.

Certification-Backed AlignmentMap learning objectives to certification requirements, mandate competencies, and agency policy frameworks; generate alignment matrices and coverage heatmaps.

Assessment & RubricsCreate item banks, rubrics, and scenario-based assessments; include variants and certification-readiness options.

Accessibility by DefaultSection 508-compliant templates, alt-text prompts, caption checklists, and color-contrast checks embedded in the workflow.

ResultHigher-quality training produced in a fraction of the time—without sacrificing agency standards.

Course design inside Agentic LMS

Training BlueprintsObjectives, modules, delivery schedules, resources, activities

Mandate AlignmentLearning objectives to certification and mandate frameworks with matrices and reports

Assessment AuthoringQuestion banks, rubrics, scenario-based variants, grading policies

Accessibility ToolkitSection 508 prompts, media captions, color/contrast checks, accessible templates

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

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

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

Readiness & QAChecklists for rigor, workload balance, and certification alignment

PublishingOne-click LTI export to LMS; HRIS metadata and competency syncing

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

ibl.ai

The ibl.ai platform unifies agency training authoring and delivery with free-form coaching, onboarding support, and compliance assistants — a unified, ownable AI operating system for government workforce development.

Experience Agentic LMS for Government Today

Architecture ReviewMap your HRIS/LMS and security requirements for ATO readiness

Agency DeploymentContact ibl.ai for agency-wide rollout in GovCloud or on-prem

Schedule a DemoSee Agentic LMS in action with your program team

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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