LMS-Bridge reads assessment results from your LMS, pinpoints each student's misconception from their actual answers, and runs a guided AI tutoring session that helps them recover — before the gap compounds. It installs into Blackboard, Brightspace, Canvas, and Moodle with one standard.
Instant sandbox — sign in as ava.chen@student.example.edu / student123
(student) or instructor@example.edu / instructor123 (instructor).
In cumulative STEM courses, a shaky grasp of binary arithmetic or conditional probability in week 3 turns into failure in week 10. Instructors have rich gradebook data but no way to act on it, student by student, at the moment it matters.
For multiple-choice items, the exact wrong option a student picks reveals a specific misconception. LMS-Bridge reads it and targets that.
A pedagogically-constrained AI tutor runs a Socratic session the student completes — it never does the work for them. Not a cheating tool.
Every at-risk student gets individualized remediation automatically, the moment a formative assessment is graded.
A complete adaptive-learning layer that augments — never replaces — your course.
Per-question answer analysis maps each distractor to the misconception it reveals.
Turn-by-turn Socratic dialogue, grounded in the student's own mistakes, that they complete.
Upload your PDFs, notes, and problem sets; the tutor uses your notation and examples.
Class concept-risk, per-student drill-down, rubric breakdowns, and CSV export.
Enable or disable any assessment as an adaptive input, and recompute on demand.
FERPA-aware, role-based access, and a bring-your-own-model option for full data governance.
From inside your existing course — no separate logins, no new gradebook.
Your LMS admin registers LMS-Bridge as an LTI 1.3 tool. It then appears inside any course.
LMS-Bridge reads scores (and, for quizzes delivered through it, per-question answers) and updates a private mastery estimate per concept.
When a concept drops to at-risk, a tailored AI tutoring session is created for that student.
Students complete the guided session; instructors get class- and student-level insight.
One integration, every platform. LMS-Bridge is built on LTI 1.3 / LTI Advantage, the universal standard from 1EdTech — so it installs the same way into Blackboard (Anthology), Brightspace (D2L), Canvas (Instructure), Moodle, and Schoology.
Students and instructors launch from inside the course — no extra password (LTI Core + OIDC).
Names & Role Provisioning Services (NRPS) pulls the class list and roles for you.
Assignment & Grade Services (AGS) reads assessment outcomes; mastery can post back as a non-graded column.
Deep Linking lets instructors drop LMS-Bridge into any module from the LMS content menu.
Institutions and departments buy; students and instructors use it. Start with a funded pilot and expand. Figures below are starting points — talk to us for a quote.
Optional add-ons: managed AI inference, discipline-specific question/misconception banks, and analytics/accreditation reporting. Outcome-based pricing (tied to retention or DFW-rate reduction) available for qualifying programs.
Use the form below. We'll show LMS-Bridge running and discuss your courses and LMS.
We deploy a pilot for one course or department and instrument it for learning outcomes.
You get an efficacy report (mastery gains, engagement, at-risk recovery).
Choose a department or institution license; we handle procurement, DPA, and rollout.
LMS-Bridge registers as a standard LTI 1.3 tool. Your admin needs four URLs from your LMS-Bridge instance:
In your LMS admin (Blackboard/Brightspace/Canvas/Moodle) add a new LTI 1.3 / LTI Advantage tool using the four URLs above and enable AGS + NRPS + Deep Linking.
The LMS gives you an Issuer, Client ID, Deployment ID, and its auth/token/JWKS URLs. Send them to us (or enter them in the admin console) to complete the registration.
Instructors add LMS-Bridge to a module via Deep Linking, and launch — single sign-on does the rest.
Full per-LMS instructions are in the product docs
(docs/INSTALL_LTI.md). LMS-Bridge pursues 1EdTech LTI Advantage certification and
TrustEd Apps listing for institutional procurement.
No. Mastery indicators are a private learning aid. Grades are set solely by the instructor through official assessments. Any LMS gradebook write-back is a non-graded column.
The opposite. The tutor is pedagogically constrained: it diagnoses and guides with Socratic questions and never provides graded answers.
LMS-Bridge is FERPA-aware with role-based access. For full governance you can run the AI on your own approved infrastructure (e.g. your Azure OpenAI tenant) via bring-your-own-key.
Any LTI 1.3 / Advantage platform — Blackboard, Brightspace, Canvas, Moodle, Schoology, and more — from a single integration.
A single-course pilot can be stood up quickly once we have your LMS registration details.
Tell us about your course and LMS — we'll be in touch.
Write to sales@lms-bridge.example and we'll set up a time.
The platform ships with an
OpenAPI spec at /docs and full source, LTI provider, and deployment guides.
We provide a DPA, accessibility statement (VPAT), and security documentation on request.