The Cognition Factory Technical
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Technical · The Cognition Factory

LMS Integration Guide

A high-level overview for learning leaders, IT stakeholders, and decision-makers evaluating how HAL-E and AAE sit alongside an existing Learning Management System.

Integration approaches

Standalone

Users access HAL-E and AAE directly. Minimal technical integration. Best for pilots or when you want clean separation from the existing LMS stack.

LTI

Integrate as LTI (Learning Tools Interoperability) tools inside many modern LMS platforms. Launch from the existing learning environment with single sign-on where configured.

API-driven

For custom platforms or specific workflows: automated provisioning, progress sync, custom reporting. Deeper work, deeper fit.

Common LMS platforms

Experience integrating with a range of environments, including:

Data flow and security

Integrations follow data minimization. Typical exchange includes user identifiers, course or domain mappings, and progress or assessment results. Detailed data-flow diagrams and controls are provided during technical discovery — not in a public brochure.

Recommended starting pattern. Begin with LTI where supported — strong balance of experience and effort. Complex ecosystems or strict compliance often phase from standalone access into deeper API work.

What shapes the choice

Next steps

Detailed specifications, architecture recommendations, and timelines are developed in the Discovery phase of an enterprise deployment. See the Enterprise Deployment SOP for the phase model, or request a briefing.

The Cognition Factory · LMS Integration Guide · Version 1.0 family · July 2026