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Integration

Blackboard Learn + MentorAI Integration

Embed purpose-built AI tutoring agents directly into Blackboard Learn β€” without replacing your LMS or compromising student data.

Blackboard Learn is one of the most widely deployed LMS platforms in higher education. With the ibl.ai MentorAI integration, institutions can layer intelligent, role-specific AI tutoring agents on top of their existing Blackboard environment.

MentorAI agents are purpose-built for education β€” not generic chatbots. Each agent understands course context, student progress, and learning objectives pulled directly from Blackboard, enabling truly personalized academic support at scale.

Because ibl.ai runs on your infrastructure, your institution owns the agents, the data, and the models. There is zero vendor lock-in, and the integration is designed to meet FERPA, HIPAA, and SOC 2 compliance requirements from day one.

Architecture

The integration connects Blackboard Learn to ibl.ai MentorAI via LTI 1.3 and REST APIs. MentorAI agents are embedded inside Blackboard course shells and consume course content, enrollment data, and learner activity to deliver contextual, personalized tutoring. All AI inference runs on institution-controlled infrastructure.

Data Flows

Blackboard LearnMentorAI Agent EngineCourse enrollment and roster data (batch)
Blackboard LearnMentorAI Agent EngineCourse content, assignments, and learning objectives (on-demand)
Blackboard LearnMentorAI Agent EngineStudent activity events and grade data (real-time)
MentorAI Agent EngineBlackboard LearnAI interaction logs and engagement metrics (batch)
MentorAI Agent EngineBlackboard LearnInstructor alerts and at-risk student flags (real-time)

Components

LTI 1.3 Bridge

Authenticates and launches MentorAI agents within Blackboard course shells using the LTI Advantage standard

LTI 1.3 / OIDC

Blackboard REST API Connector

Syncs course content, enrollment, and grade data between Blackboard Learn and the MentorAI platform

Blackboard REST API v3

MentorAI Agent Engine

Hosts and executes purpose-built AI tutoring agents with course-aware context and student memory

ibl.ai Agentic OS

Institution AI Infrastructure

Runs all AI model inference and stores student interaction data on institution-controlled servers or private cloud

On-premise or private cloud (AWS, Azure, GCP)

Setup Guide

1

Provision Your ibl.ai MentorAI Instance

1-2 days

Work with the ibl.ai team to deploy MentorAI on your institution's infrastructure or private cloud tenant. Configure your preferred AI model and data residency settings.

  • Institution server or private cloud environment
  • ibl.ai license agreement
  • IT administrator access
2

Register MentorAI as an LTI 1.3 Tool in Blackboard

2-4 hours

In Blackboard Learn's Administrator panel, register ibl.ai MentorAI as an external LTI 1.3 tool provider using the client ID and OIDC endpoints supplied by ibl.ai.

  • Blackboard Learn System Administrator role
  • ibl.ai LTI 1.3 client credentials
  • Blackboard Learn SaaS or self-hosted instance
3

Configure Blackboard REST API Access

2-3 hours

Create a Blackboard REST API application in the Developer Portal and grant MentorAI the required OAuth 2.0 scopes for reading course content, enrollments, and grade data.

  • Blackboard Developer Portal account
  • OAuth 2.0 application credentials
  • Appropriate data access scopes approved by your institution
4

Configure and Train Your MentorAI Agents

1-3 days

Use the ibl.ai Agentic OS console to define agent roles, personas, and knowledge boundaries. Ingest course syllabi, materials, and institutional policies to ground each agent in your curriculum.

  • Course content in PDF, DOCX, or SCORM format
  • ibl.ai Agentic OS admin access
  • Instructional design input recommended
5

Deploy MentorAI Inside Blackboard Courses

30 minutes per course

Add the MentorAI LTI placement to selected Blackboard course shells. Instructors can enable the AI mentor from within their course menu, making it immediately available to enrolled students.

  • Instructor or Course Builder role in Blackboard
  • LTI tool placement approved by administrator
6

Monitor, Iterate, and Scale

Ongoing

Use the MentorAI analytics dashboard to review student engagement, common questions, and at-risk signals. Refine agent knowledge and expand deployment across additional courses and departments.

  • MentorAI analytics dashboard access
  • Ongoing instructor and admin review cadence

Capabilities Unlocked

Contextual AI Tutoring Inside Blackboard

MentorAI agents launch directly within Blackboard course shells via LTI, giving students instant access to a course-aware AI tutor without leaving their familiar LMS environment.

Personalized Learning Pathways

Agents analyze each student's Blackboard activity, grades, and engagement history to tailor explanations, suggest resources, and adapt pacing to individual learning needs.

24/7 On-Demand Academic Support

Students receive immediate, accurate answers to course questions at any hour, reducing pressure on instructors and support staff while improving learner confidence and retention.

Instructor Alerts and At-Risk Detection

MentorAI surfaces early warning signals β€” such as repeated struggles with specific concepts β€” and pushes alerts back into Blackboard so instructors can intervene proactively.

Institution-Owned AI with Zero Lock-In

All agent code, training data, and model weights run on your infrastructure. Your institution retains full ownership and can switch, modify, or expand agents at any time.

FERPA-Compliant by Design

Student data never leaves your institution's environment. ibl.ai's architecture is built to satisfy FERPA, HIPAA, and SOC 2 requirements without additional configuration.

Enabled Use Cases

Scalable STEM Tutoring Across Large Enrollment Courses

Academic Affairs / STEM Departments

Deploy MentorAI in high-enrollment introductory STEM courses where instructor-to-student ratios make individual support impossible. The AI tutor handles concept explanations, worked examples, and practice feedback at scale.

First-Generation Student Success Programs

Student Success / Equity and Inclusion

Provide always-available academic mentoring to first-generation and underrepresented students who may be less likely to seek help from instructors. MentorAI reduces barriers to support and improves persistence rates.

Corporate and Workforce Training on Blackboard

Corporate Learning and Development

Enterprises using Blackboard Learn for employee training can deploy MentorAI to guide learners through compliance courses, onboarding programs, and skills development with personalized AI coaching.

Online and Hybrid Course Engagement

Online Education / Distance Learning

Boost engagement and completion rates in asynchronous online courses by embedding a responsive AI mentor that keeps learners on track, answers questions in context, and surfaces relevant course materials.

Instructor Workload Reduction

Faculty / Academic Departments

Offload repetitive Q&A, syllabus clarifications, and assignment guidance to MentorAI agents, freeing instructors to focus on high-value teaching, research, and direct student interaction.

Technical Requirements

Blackboard Learn Requirements

  • Blackboard Learn SaaS (Ultra or Original experience) or self-hosted 3900.x+
  • LTI 1.3 and LTI Advantage enabled on the instance
  • Blackboard REST API v3 access with OAuth 2.0
  • System Administrator access for tool registration
  • Blackboard Developer Portal account for API application registration

ibl.ai MentorAI Infrastructure

  • Institution-managed server, private cloud, or dedicated cloud tenant (AWS, Azure, GCP)
  • Minimum 8-core CPU, 32GB RAM for base deployment (scales with concurrent users)
  • Docker and Kubernetes support for containerized agent deployment
  • Outbound HTTPS access from Blackboard to MentorAI endpoints
  • SSL/TLS certificates for all MentorAI service endpoints
  • ibl.ai Agentic OS license

Security and Compliance

  • Data residency must be configured to keep student PII within institutional boundaries
  • FERPA data handling agreement with ibl.ai
  • SOC 2 Type II audit documentation available upon request
  • Role-based access control configured in both Blackboard and MentorAI admin consoles
  • Audit logging enabled for all AI agent interactions

Frequently Asked Questions

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