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EduDeck AI

AI-assisted course authoring for higher education

Turn validated course documents into teaching-ready lecture decks.

EduDeck AI helps programme leaders and module tutors create FHEQ-calibrated, source-grounded weekly sessions with preserved learning objectives, embedded activities, compliance checks, and distinct tutor and student PowerPoint outputs.

Human review remains in control. Unsupported content is flagged, not invented.

EduDeck AI — Course Management
EduDeck AI course management dashboardEduDeck AI slide review interfaceEduDeck AI compliance and evidence reporting
5/5 documents readyFHEQ Level 5Source grounded

Source grounded

Substantive content traces back to uploaded academic materials.

Level calibrated

FHEQ and Bloom rules shape vocabulary, depth, and activity design.

Reviewable

Outlines, slides, flags, approvals, and versions remain visible to the teaching team.

Ready for delivery

Export differentiated PowerPoint decks for tutors and students.

Course materials should reflect the standard your programme was validated to deliver.

Module specifications, learning outcomes, academic references, and institutional requirements often live in separate documents. The lecturer is left to reconcile them manually, week after week, while maintaining consistent cognitive depth and teaching quality.

Standards live in documents, not authoring tools

Generic presentation software does not understand the module specification, course level, or exact weekly objectives.

Quality varies across weeks and teaching teams

Even strong subject experts can interpret level, depth, activity design, and slide requirements differently.

Generic AI rarely explains what to fix

A plausible response can still begin with weak inputs. Most tools do not identify the objective, source, or slide behind the quality problem.

EduDeck brings authoritative inputs, generation, actionable quality gates, targeted review, and human approval into one course-authoring workspace.

How it works

From approved course documents to a reviewable weekly deck

EduDeck follows the structure of real course-development work rather than asking users to begin with a blank prompt.

  1. 01

    Step 1: Create the course

    Set the course title, description, academic category, and HE level from Level 3 to Level 6.

  2. 02

    Step 2: Upload the required evidence

    Add the module specification, slide requirements, weekly topic map, administrative documents, and academic references.

  3. 03

    Step 3: Confirm weekly intent

    Import or edit weekly topics and preserve the exact learning objectives that should govern each session.

  4. 04

    Step 4: Validate and approve the outline

    Resolve any input or Bloom-verb guidance, then review the proposed weekly structure before full slide generation.

  5. 05

    Step 5: Build the source-grounded session

    Generate a structured deck with cognitive progression, embedded activities, notes, and provenance.

  6. 06

    Step 6: Review, refine, and export

    Inspect targeted findings, create versioned corrections, approve the material, and download tutor and student PowerPoint decks.

Actionable quality gates

EduDeck tells you what to fix before weak inputs become a weak deck.

EduDeck checks course readiness and learning-objective wording before it generates a weekly outline. When a complete deck later needs stronger evidence or another targeted correction, the draft is preserved and the affected slides are identified for review.

Before generation

Validate the academic intent before the outline starts.

Missing inputs and unsuitable learning-objective verbs are surfaced before the model begins creating the weekly outline.

  • Confirms all five required document categories are processed and ready.
  • Checks that the selected week contains mapped topics.
  • Validates recognised, measurable Bloom action verbs.
  • Names the affected week, objective, and action word.
  • Suggests clearer wording without silently changing the approved mapping.
  • Keeps outline generation blocked until the user saves a valid correction.

EduDeck does not quietly change academic intent. It explains the issue and asks the user to approve or edit the wording.

EduDeck · Week 4Outline blocked

Edit a Week 4 learning objective

The action word “write” is not recognised for Foundation / HE Level 3. Review the suggested wording before saving it.

Learning objective to update

Current objective
Write a clear project background, problem statement and rationale.
Action word to change
write
Suggested wording
Apply relevant course criteria to write a clear project background, problem statement and rationale.
Use suggested wordingEdit learning objective
EduDeck · Week 2Slides: Review Required

Generated draft requires review

The complete generated deck has been preserved. Only flagged slides require targeted review or repair.

Deck readiness

6 slides need stronger source support

Review the affected slides and add or replace source material where EduDeck could not find enough evidence.

22 findings to review

Slide 14: Common Types of Computing Projects

One or more slide points are not clearly supported by the uploaded course materials.

  • • A software development project focuses on creating a new application or system.
  • • An infrastructure project aims to build or enhance physical and virtual systems.

Sources checked: Christian Dawson · Projects in Computing and Information Systems.pdf

Improve flagged slidesCheck again
After generation

Preserve the deck and isolate the issues.

A complete draft that needs improvement remains available for review. EduDeck identifies affected slides and explains why they need attention.

  • Preserves the complete generated deck in a Review Required state.
  • Summarises the finding in plain language.
  • Lists affected slide numbers, titles, and slide points.
  • Shows the topic, learning objective, and sources checked.
  • Supports targeted improvement and a fresh quality check.
  • Keeps approval and publication controlled until review conditions pass.

EduDeck does not reduce quality control to a single score. It connects the finding to the slide, objective, source evidence, and next action.

How EduDeck responds

A clear next action at each quality boundary.

The academic team remains responsible for accepting wording changes, reviewing evidence, and approving final teaching materials.

Missing or unready input

Generation stays locked and EduDeck names the missing or unprocessed document category.

Invalid objective action

EduDeck identifies the week, objective, and action word, then suggests a measurable alternative.

Slide needs stronger evidence

The complete draft is preserved while affected slide points and sources checked are surfaced.

Explore the complete authoring lifecycle

Product walkthrough

One workspace for the complete course-authoring lifecycle

Course and document readiness

Generation remains locked until the required course evidence is present and usable. Instead of failing later with vague output, EduDeck makes missing inputs visible at the start.

Course readiness — 4/5 categories

  • Module SpecificationReady
  • Slide RequirementsIndexed
  • Weekly Topic MapUploaded
  • Administrative DocumentsParsing
  • Academic Reference MaterialsMissing

Weekly outlines

  • Week 1Foundations of the disciplineApproved
  • Week 2Core frameworks in contextReady for review
  • Week 3Applied methodsGenerating
  • Week 4Comparative analysisRevision requested
  • Week 5Evaluating evidenceAwaiting generation
  • Week 6Synthesis and practiceCompleted

Weekly outline approval

Review the structure before the system generates a full deck. Programme leaders can approve the outline or request a revision while the intended learning objectives remain visible.

Slide review and provenance

Inspect what the slide says, the cognitive level it targets, and the evidence used to support it. EduDeck keeps source traceability close to the content it produced.

Slide 12 of 25

Bloom: AnalyseEvidence linked

Comparing methodological approaches

  • Contrast the assumptions behind each approach.
  • Identify where the evidence base diverges.
  • Relate limitations to the week's objective.

Sources

Reference A, pp. 41–44 · Reference C, chunk 118 · Module specification §3.2

Presenter notes

Ask students to name one assumption before revealing the comparison table.

Compliance report — version 3

82

Compliance score with 5 open flags across evidence, cognitive depth, objectives, and activity design.

  • Limited evaluative language for the expected cognitive level
  • Learning objective text does not match the approved weekly map
  • Retrieved evidence is insufficient for this claim
  • Activity output is not observable
  • Activity type repeats the previous week

Corrections create version 4 — version 3 is retained.

Compliance and versioning

Quality issues are surfaced as specific, actionable evidence. Corrections create a new version, preserving the history of what changed and why.

Insufficient evidence is flagged for review rather than replaced with plausible but unsupported content.

Built for academic quality, not just faster slide creation

FHEQ and Bloom calibration

Control vocabulary, cognitive depth, permitted verbs, and the expected ceiling for each HE level.

Exact learning-objective fidelity

Preserve weekly objectives verbatim so the session remains tied to the approved academic intent.

Source-grounded generation

Trace substantive bullets back to uploaded references and flag evidence gaps for review.

Activity-led session design

Interleave structured discussions, case analysis, problem-solving, critique, and synthesis tasks.

Compliance reporting

Surface slide-specific issues across evidence, cognitive progression, objectives, and activity quality.

Tutor and student outputs

Produce a detailed tutor deck with notes and a concise student deck without presenter notes.

Review, approval, and collaboration

Support programme-leader oversight, faculty collaboration, course ownership, approval, and transfer.

Versioned refinement

Apply evidence-safe corrections through new versions rather than silently replacing earlier material.

Designed around how learning develops

A lecture deck should do more than arrange information.

EduDeck structures each session as a cognitive arc. Early slides establish understanding, middle slides move into application, and later slides reach the analysis, evaluation, or creation expected at the course's HE level.

  1. Recall
  2. Understand
  3. Apply
  4. Analyse
  5. Evaluate
  6. Create

Level 3

Ceiling: Apply

Level 4

Ceiling: Analyse

Level 5

Ceiling: Evaluate

Level 6

Ceiling: Create or synthesise

Lower Bloom levels remain valid at higher HE levels. The requirement is progressive depth, not forcing every slide to operate at the maximum level. EduDeck uses cumulative level profiles: a Level 6 session may still begin with recall, but it should intentionally reach creation or synthesis.

Activities are part of the learning journey, not an afterthought.

EduDeck places formative activities at meaningful points in the session and gives each activity a clear instruction, expected student output, and approximate duration.

Structured discussionBloom: Understand

In pairs, agree on the two strongest assumptions behind the framework introduced.

Expected output:
A shared two-point list submitted to the board
Approx. duration:
8 min
Case-study analysisBloom: Analyse

Read the short case and identify which factors drove the recorded outcome.

Expected output:
Annotated factor list with justification
Approx. duration:
12 min
Problem-solving scenarioBloom: Apply

Apply this week's method to the scenario dataset and record your steps.

Expected output:
Worked solution with method notes
Approx. duration:
15 min
Peer critiqueBloom: Evaluate

Exchange your draft response and give two evidence-based improvement points.

Expected output:
Written peer feedback with references
Approx. duration:
10 min
Position-taking debateBloom: Evaluate

Argue for or against the proposition using the sources provided.

Expected output:
Two-minute position statement
Approx. duration:
12 min
Written synthesisBloom: Create

Summarise how the week's readings converge and diverge in 150 words.

Expected output:
Short written synthesis
Approx. duration:
12 min
Data or artefact interpretationBloom: Analyse

Interpret the supplied artefact and state what it does and does not evidence.

Expected output:
Interpretation notes with limitations
Approx. duration:
10 min

Activity formats rotate across weeks to reduce repetitive delivery. Example activities are generic — not every format suits every subject.

One source of truth. Two delivery-ready outputs.

Tutor deck

  • Full explanatory content
  • Presenter and facilitation notes
  • Activity instructions
  • Timing and delivery cues
  • Source-aware review context

Comparing approaches

  • Assumptions behind each method
  • Where the evidence diverges
  • Limitations tied to the objective

Presenter notes: Pause here; ask for one assumption before the table.

Activity: peer critique

  • Exchange drafts in pairs
  • Give two evidence-based points

Presenter notes: 10 minutes. Circulate and sample two responses.

Student deck

  • Concise, revision-ready bullets
  • Core claims and takeaways
  • Cleaner cognitive load
  • Presenter notes structurally removed
  • Produced from the same approved content version

Comparing approaches

  • Key assumptions
  • Points of divergence
  • Stated limitations

Activity: peer critique

  • Exchange drafts
  • Give two evidence-based points

The student version is not a hidden-notes copy of the tutor deck. It is a distinct pedagogical output designed for student use.

Professional judgement stays in the workflow.

EduDeck helps academic teams scale repeatable standards, but it does not remove accountability. Users still review outlines, inspect sources, edit slides, respond to flags, approve versions, and decide what is ready for delivery.

AI assists the authoring process. The academic team remains responsible for the final teaching material.

  • Required inputs confirmed
  • Outline reviewed
  • Objective fidelity checked
  • Evidence gaps resolved
  • Activities produce observable outputs
  • Tutor and student files inspected
  • Final version approved

Designed for the people responsible for teaching quality

Programme leaders

Make level expectations, module intent, and approval standards repeatable across the course.

Module tutors

Begin with structured, source-grounded material rather than a blank slide deck.

Quality-assurance teams

Review visible alignment, provenance, activity design, and version history.

Learning technologists

Support a consistent, controlled authoring workflow across academic teams.

Built for a managed academic workflow

  • Role-based access
  • Course ownership
  • Faculty collaboration
  • Programme-leader approvals
  • Ownership transfer
  • Review scheduling
  • Version history
  • Provider-selectable generation
  • Structured document readiness
  • Downloadable PowerPoint outputs

EduDeck combines content generation with the controls academic teams need to review, approve, and improve the result.

A modern architecture behind a controlled authoring experience

Course documents → parsing and indexing → source retrieval → generation and quality checks → targeted review and versioning → PowerPoint export

  • Provider-selectable AI generation
  • Source retrieval using a vector store
  • Asynchronous processing for longer generation tasks
  • Separate tutor and student exports

Frequently asked questions

Make academic quality repeatable, week after week.

See how EduDeck AI can turn validated course inputs into structured, source-grounded, reviewable teaching materials.

For programme leaders, module tutors, learning technologists, and quality-assurance teams.