1. Overview

Human Logic AI Grading (component: local_hlai_grading) is a Moodle local plugin that supports AI-assisted grading workflows for the Assignment activity (file submissions/attachments and online text) and Quiz essay/text responses. It is designed for teacher-in-the-loop use, with review-and-release controls, audit logs, rubric-aware analysis, and role-based access controls.

The plugin is intended for use across university and college Moodle deployments, supporting varied institutional roles and workflows, and integrates with Human Logic’s Moodle-focused AI services to help teams scale assessment while maintaining academic oversight and consistency.

2. Key Product Capabilities

·         AI draft grading for assignments and quiz essay attempts.

·         Teacher review workflow: Draft -> Released / Rejected.

·         Rubric-aware scoring with per-criterion analysis and feedback.

·         Student-facing explainability panels for released grades.

·         Course and admin dashboards with operational metrics.

·         Queue processing, retries, audit trail, and data-retention controls.

3. Human Logic AI Hub Requirement

This plugin is intended to be used through Human Logic specialized AI services that are tuned to understand Moodle Application. Full AI functionality requires valid service credentials.

Required commercial settings:

·         Gateway URL: https://ai.human-logic.com

·         Gateway Key: Customer-specific access key issued by Human Logic.

4. Installation and Compatibility

·         Moodle compatibility: Moodle 4.1+ (2022112800 and above).

·         Plugin location: /local/hlai_grading

·         Install via Moodle plugin installer or manual deployment to local/hlai_grading.

·         Run Site administration > Notifications after deployment to apply database changes.

5. Configuration Summary

·         Enable AI grading (site-level).

·         Quality profile configuration (fast / balanced / best).

·         Grade and feedback push behavior.

·         Retention window for queue/results/log records.

·         Per-activity settings (enable, instructions, auto-release, quiz rubric selection).

6. Security and Privacy

·         Capability-gated access for viewing, reviewing, releasing, and configuration.

·         AI output is stored as draft until explicitly released by authorized users.

·         Audit logs record key workflow actions and timestamps.

·         Data processing should align with institution policy and applicable regulations (e.g., GDPR/FERPA).

7. Support, Sales, and Access

For sales, licensing, and full-access enablement inquiries, contact:

·         sales@human-logic.com

For technical support and onboarding, contact:

·         support@human-logic.com

8. Intellectual Property, Trademark, and Legal Notice

Copyright (c) Human Logic Software LLC.

This plugin is released as Free Software under the terms of the GNU General Public License

as published by the Free Software Foundation, either version 3 of the License, or (at your

option) any later version (GPLv3+).

This plugin is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY.

without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.

See the GNU General Public License for more details. You should have received a copy of the

GNU General Public License along with this plugin; if not, see https://www.gnu.org/licenses/.

Human Logic, Human Logic AI Grading, Human Logic AI Hub, and related marks are trademarks or

registered trademarks of Human Logic Software LLC.

Moodle™ is a registered trademark of Moodle Pty Ltd. This plugin is not affiliated with or

endorsed by Moodle Pty Ltd.

All third-party marks are the property of their respective owners.

This documentation accompanies an open-source Moodle plugin release. Any separate commercial

services (such as hosting, support, managed installation, or enterprise features) offered by

Human Logic Software LLC are governed by the applicable service agreement and/or service order.

9. Release Metadata

·         Plugin name: Human Logic AI Grading

·         Component: local_hlai_grading

·         Category: Local plugin

·         Maturity: Production-ready enterprise deployment

·         Maintainer: Human Logic Software LLC

·         Sales contact: sales@human-logic.com