CloudEd Services
Scalable Ops & Content Delivery
End-to-end content operations, delivery infrastructure, and AI model training support — built to scale with EdTech platforms, institutions, and enterprise L&D teams.
What we do
CloudEd's Ops & Content Delivery arm handles the heavy lifting behind great learning experiences. From content production pipelines to multi-platform distribution, we give EdTech companies and institutions the operational backbone they need to grow without friction. Our expert tutor network also powers a dedicated AI Labs service — providing structured educational datasets and human feedback that help organisations build AI models grounded in real pedagogical expertise.
What's included
A full suite of operational capabilities — from content pipelines to AI model training.
Content Production & Editing
End-to-end video and written content production — scripting, recording coordination, editing, and quality review.
Multi-Platform Distribution
Publish and syndicate learning content across LMS platforms, mobile apps, YouTube, and custom portals.
LMS Setup & Management
Configure, populate, and maintain Learning Management Systems — Moodle, Canvas, Teachable, and custom builds.
Educator Onboarding & Support
Structured onboarding programmes and ongoing support for educators joining digital platforms.
Analytics & Reporting
Learning analytics dashboards, engagement reports, and outcome tracking for platform operators.
Quality Assurance
Rigorous QA processes for content accuracy, accessibility compliance, and platform performance.
Featured service
AI Labs & Model Training
We connect AI researchers and organisations with CloudEd's vetted tutor network to generate expert-reviewed training data and human feedback at scale.
The review process
Our tutors — subject-matter experts across maths, sciences, languages, and more — review AI-generated responses for factual accuracy, pedagogical soundness, and clarity. They annotate datasets, rank model outputs, and provide structured written feedback that feeds directly into your RLHF or fine-tuning pipeline. Every reviewer is credentialled, domain-matched, and briefed on your evaluation rubric before the engagement begins.
How to access this service
Organisations access this service through a scoped engagement: share your model's subject domain and feedback requirements, and we assemble a matched reviewer cohort, agree on a delivery cadence, and begin structured review cycles within days. Output is delivered in your preferred format — JSON, CSV, or direct API integration.
- Share your model's subject domain and evaluation rubric
- We assemble a matched cohort of credentialled subject-matter tutors
- Structured review cycles begin within days
- Output delivered in JSON, CSV, or via direct API integration