ezSuite: Content Transformation and Assessment Solutions | Magic EdTech

The ezSuite
Transformation

From Legacy Content to a Learning Ecosystem That Unlocks Value

ezSuite uses its AI-native core to automate content transformation. Instead of one linear asset,
you acquire a reusable content system that supports learning, test prep, assessment, localization,
and future course creation.

Source Content
  • PDF IconPDF
  • Book/Printed Docs IconBook/Printed Docs
  • Audio IconAudio
  • Video IconVideo
  • Other Source Content IconOther Source Content
ezSuite's AI-Native Core
Modularize IconModularize
Taxonomy IconTaxonomy
Metadata IconMetadata
Standards IconStandards
Generate IconGenerate
Learning Objectives IconLearning Objectives
Assets Output
  • Micro-Lessons IconMicro-Lessons
  • Adaptive Assessments IconAdaptive Assessments
  • Courses module iconCourses
  • Localized Variants IconLocalized Variants

Transformations go from Weeks to Days

Accelerated content
generation cycles.

Static Source to
Multi-Modal Assets

Modularization of long form content to enable micro learning.

From Minutes to
Seconds

Accelerated item bank generation with accuracy.

Standards & Skills
Alignment

Taxonomy, meta data,
state standards.

Five functional modules in one end-to-end learning system
Begin with the module that delivers the most immediate value, then expand as priorities evolve.
Functional Module 1

From microlearning to full courses—tailored to diverse needs from a single legacy source.

Powered by an agentic interface that enables participation of Authors in the generation process to achieve first time right. It generates microlearning, course variants, and adaptive, personalized learning journeys—driving versatility at scale.

Enhance the learner experience with multimodal outputs (audio, video, presentations), and translate and localize content on the fly into languages such as Spanish, Chinese, Japanese, Portuguese, and more.

From long-form to modularConvert long form document, textbooks, syllabi, and recordings into granular, reusable learning units.
Aligned to your structureMap content to Learning outcomes, metadata, taxonomy, skills, and standards.
Built for downstream useSeamlessly power learning delivery, assessment, and analytics—without manual intervention.

AI accelerates. Your team approves.

Every AI-generated asset — modules, items, pathways, assessments — goes through your team’s review before publishing. ezSuite handles the heavy lifting; your subject matter experts stay in full control of what gets approved, published, and delivered.

Pick what you have. See what the AI builds from it.

Select a source type. See which ezSuite functional modules are activated and what they produce.

What you bring

What ezSuite Delivers

Author

Modularizes into micro-lessons, tags to competencies and taxonomy. One source becomes 50+ reusable assets.

Learn

Creates adaptive pathways — remediation for gaps, acceleration for mastery. 24/7 AI tutor support.

Analytics

Tracks which modules drive mastery, where learners struggle, and what content needs revision.

Author

Maps outcomes to structured learning flows with aligned content modules.

Learn

Builds personalized progression paths based on demonstrated knowledge state.

Test Prep

Generates milestone assessments tied to program outcomes and competency levels.

Analytics

Surfaces engagement, risk, and mastery signals across the full program journey.

Author

Segments by topic, generates transcripts, creates micro-lessons from key moments.

Learn

Enables adaptive viewing paths — skip what's known, revisit what's weak.

Analytics

Tracks drop-off points, comprehension by topic, and mastery progression.

Author

Generates learning content aligned to each competency and performance level.

Test Prep

Builds adaptive assessment forms with IRT 3PL, difficulty calibration, and coverage controls.

Proctor

Delivers credential-worthy exams with policy-based monitoring and audit-ready evidence.

Analytics

Reports framework-level performance, item drift, and readiness trends across cohorts.

Test Prep

Expands items, calibrates difficulty, adds Bloom's alignment, builds adaptive forms with exposure controls.

Proctor

Delivers secure assessments at any scale with AI monitoring and human escalation for edge cases.

Analytics

Tracks item performance, usage history, exposure risk, and candidate readiness.

Author

Indexes, structures, and generates modular learning assets from existing IP.

Learn

Builds discovery paths and adaptive learning journeys from the full library.

Test Prep

Governed item bank workflows with tagging, exposure controls, and adaptive delivery options.

Analytics

Assessment delivery connected to proctoring, policy controls, and evidence logs.

Existing question banks do not have to stay static. ezSuite helps expand, organize, govern, and activate them across adaptive testing, secure delivery, and analytics.

One document in. Structured, adaptive, measured learning out.

See how ezSuite works

What makes it AI-native — and why that matters.

Most platforms add AI features to legacy workflows. ezSuite is built with AI at the architectural level. The difference:

Get an ezSuite Demo
Higher Education Higher Education

Reads, not converts

The AI understands topic structure, learning intent, and difficulty — not just file format.

Higher Education Higher Education

Generates, not templates

Assessment items, adaptive paths, and derivative courses are created by the AI from source content — not assembled from pre-built blocks.

Higher Education Higher Education

Connects, not silos

Intelligence flows from authoring through delivery through analytics. One data model, one knowledge graph, one continuous loop.

Higher Education Higher Education

Learns, not static

Every cohort's outcomes improve the next cycle's content, assessments, and interventions.

This is why the results above are possible. Architecture, not automation.
AI-Native Core Transforms