Engine LMS – The Proactive Instructional Engine
Meet Your Active Co-Pilot

Re-architecting the classroom to make the system work for the teacher AND the student.

Engine LMS is a Proactive Instructional Engine, not a passive digital filing cabinet. We automate compliance, manage cognitive load, and weave gamified cinematic assessments directly into your curriculum to keep students completely hooked.

G Google Workspace Gemini 3.1 Pro Claude 3.5 Sonnet NotebookLM EdReports Certified Zero-Retention RAG G Google Workspace Gemini 3.1 Pro Claude 3.5 Sonnet NotebookLM EdReports Certified Zero-Retention RAG
Dense Intelligence

The Mo Bento Architecture

Every interface is designed as an interactive, highly-dense module that adapts to your workflow, framed in frosted glass.

Gradebook Mockup

The Omniscient Gradebook

Showcasing AI-powered radar charts that instantly quantify “invisible” psychometric data like “Grace Under Pressure” and “Academic Rigor.” To eliminate AI hallucination and bias, all student submissions are evaluated by a Multi-Model Jury (Claude & Gemini).

Multi-Model Jury Automated Triage

The “Rural Protocol”

Built on an offline-first PWA architecture ensuring learning never stops during outages.

MCP-Native Integration

No brittle APIs. Agents connect securely to major LMS’s and Google Drive via the open Model Context Protocol.

Quest Node Mockup

Narrative Nodes & Audio

Converts rigorous assessments into high-stakes sci-fi simulations. Plus, the system pipelines results into NotebookLM to generate bespoke podcast recaps for students to review on the bus.

CINEMATIC ENGAGEMENT PODCAST GENERATION
Multi-Agent Architecture

The AI Swarm Engine

Engine LMS doesn’t rely on a single massive AI prompt. It coordinates a localized matrix of hyper-specialized micro-agents working asynchronously to construct the perfect learning environment.

AOT

Ahead-of-Time Generation

Generates vast curriculum matrices, standards mappings, and IEP accommodations during the “Publish” phase, ensuring zero latency during class.

AOT Compiler
Unit_4_Geometry 100%
IEP_Accommodations 75%
Narrative_Nodes 20%
CTX

Context Agent

Safeguards student privacy through Zero-Retention vector stores. Isolates roster data and maintains rigorous multi-tenancy compliance.

ZERO-RETENTION
VAULT SECURED

WKI

Wiki Consciousness

Syncs the global pedagogical state to external repositories, preserving the “mind” of the classroom across deployments.

Global State

Syncing to primary repository…

WRP

Friday Wrap-Up Agent

A scheduled cron-agent that synthesizes the week’s psychometric data and auto-drafts distinct update emails for parents.

Automated Dispatch

Subject: Sarah’s Week in Review

Magic Translation Pipeline

The Dual-Layered Pedagogy

We don’t just test rote memorization; we test applied skills under pressure. Engine LMS weaves gamified “Sneak Assessments” directly into traditional academic tracks.

Hover over the card to see how a standard math assignment physically transforms into a high-stakes Narrative Node.

L1
The Academic Track (Rigorous, EdReports-aligned)
L2
The Narrative Track (Story-driven, skill tracking)
LAYER 1: ACADEMIC Standard Practice

Geometry: Rotations

Calculate the new coordinates of triangle ABC after a 90-degree clockwise rotation around the origin.

[ Cartesian Grid ]
LAYER 2: NARRATIVE NODE CRITICAL FAILURE

Station Aegis: Orbital Decay

“Commander! The port solar array has jammed. Power is failing. You must manually calculate the alignment sequence and rotate the tertiary hinge exactly 90 degrees clockwise to clear the obstruction!”

Hover card to reveal translation

CHI 2026 Research Integrated

Smart Injector Framework

Stop diagnosing after the test. Our framework embeds real-time remediation the exact second a misconception occurs.

The Dual-Scaffold Approach

Based directly on Carnegie Mellon HCII research: The AI Tutor generates the Written Prompt providing cognitive feedback, while the Engine dynamically generates a bright orange Visual Nudge offering a Reteach Node.

Trained on Kaggle Eedi Misconception Dataset
Standard HQIM Lesson
Misconception: Coefficient Error
Visual Nudge: Reteach Node Injected
Projective Replay Analysis

Quantifying the Unquantifiable

Static gamification and tag-based skills mapping are obsolete. We evaluate psychometrics through high-stakes simulation telemetry.

Simulation Master

We don’t just grade the final answer; we mathematically evaluate how the student survived the simulation. Raw narrative choices are instantly translated into verifiable CTE proficiencies.

85%
Grace Under Pressure
92%
Collaboration
78%
System Analysis
95%
Adaptability

Enterprise-Grade Zero-Retention AI

We treat student data as sacred. Engineered strictly via Google Vertex AI Enterprise endpoints, Engine LMS utilizes zero-retention RAG vector stores. Furthermore, our Edge-First Processing architecture ensures the platform runs flawlessly on 5-year-old Chromebooks, guaranteeing true hardware equity.

FERPA Compliant
EdReports Aligned
LTI 1.3 Certified
WCAG 2.1 AA
Engine LMS Engine LMS

The Proactive Instructional Engine. Built for the modern classroom.