AI Course Build Engine.

Generate LMS-ready training content from curriculum inputs. Validated, packaged, and traceable.

Overview

The Course Engine is Forge's first domain pack—a production pipeline specialised for training content generation. It takes structured curriculum inputs and produces complete, validated LMS-ready course content.

Give it a curriculum structure, learning objectives, and quality parameters. The Engine generates complete course content: lessons, assessments, rubrics, facilitator guides—validated against instructional design standards and packaged for your LMS. Every artifact is traceable. Every output carries a validation report.

What goes in

Course Structure

Module breakdown, lesson sequencing, time allocation per unit.

Learning Objectives

Per-module learning outcomes, assessed against qualification frameworks.

Target Audience

Experience level, AQF/qualification level, domain context.

Reference Materials

Source content, case studies, exemplars, industry standards.

Instructional Templates

Style guides, lesson templates, assessment formats, tone.

Quality Rules

Compliance requirements, readability standards, content depth.
The pipeline

The Course Engine follows a five-stage pipeline. Each stage produces validated artifacts that feed into the next.

Parse

Ingest curriculum inputs. Validate structure. Extract learning objectives and requirements.

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Plan

Break down curriculum. Allocate content per lesson. Sequence learning activities and assessments.

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Generate

Produce lesson content, activities, assessments, rubrics, and facilitator guides from the plan.

Validate

Structural, semantic, and compliance checks. Generate validation reports for every artifact.

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Package

Bundle into SCORM, QTI, and document formats. Include validation certificates and run traces.

What comes out

Lesson Content

Complete lesson text, learning activities, embedded resources, multimedia links.

Assessments

Multiple choice items, short answer questions, scenario-based assessments, rubrics.

QTI Packages

LMS-importable assessment packages. Standards-compliant question banks.

SCORM Courses

Complete SCORM 2004 packages ready for any LMS. Tracking and completion data.

Facilitator Guides

Teaching notes, discussion prompts, timing guides, answer keys.

Validation Reports

Per-artifact validation certificates, pass/fail status, detailed findings.

Run Traces

Full execution logs. Input specification. Models used. Validation gates passed.

Audit Log

Complete traceability. When generated. By which pipeline. All dependencies.
Real world

Training Provider Use Case

A national training provider needs to update 40 units of competency across 8 qualifications. The traditional approach: 6+ months, 12 content developers, months of coordination and quality review cycles.

With the Course Engine: A curriculum designer defines the input specifications (one per qualification). The Engine generates all 40 units—lessons, assessments, facilitator guides—validated and packaged for their LMS. Timeline: 3 weeks. Team: 1 curriculum designer working with Forge.

Every unit is traceable. Every output carries a validation report. If an assessment doesn't meet standards, Forge regenerates just that component. No rework. No manual intervention.

Early pilot

The Course Engine is available for early pilot. We're targeting education and training organisations building scaled content production systems. If you're managing multiple courses, updating competency frameworks, or scaling your training delivery—let's talk about how the Engine can compress your timelines and improve your validation.

Request pilot access