Quality control for AI-assisted learning.
Qualidact helps you find instructional, assessment and evidence gaps before training reaches learners — with structured human review and clear release recommendations.
Polished content can still be poorly designed.
Three problems recur in AI-assisted learning content: weak alignment, unsupported claims and assessments that measure the wrong thing. These are examples of the wider Qualidact framework — not the full review model.
Does it teach the intended capability?
Check whether objectives, content, practice and assessment work toward the same performance.
Can important claims be supported?
Separate detected defects from statements that still require an approved source or qualified human verification.
Does the assessment measure the right thing?
Review objective alignment, cognitive demand, answerability, scoring integrity and avoidable item flaws.
Established learning-design principles, operationalised for QA.
Qualidact uses Constructive Alignment to test the relationship between intended outcomes, learning activities and assessment. Cognitive-demand checks use the revised Bloom taxonomy as a practical reference. These principles sit underneath the workflow — they are not the product promise.
A simple alignment test
Objective: Apply a procedure to a customer case.
Activity: Read the policy only.
Assessment: Define a term.
Finding: The intended performance requires application, but both activity and assessment remain below that level.
AI Training Content Quality Control System
A structured human-review system for learning design, assessment integrity, evidence quality and release readiness.
- Five QA domains: ALIGN, VERIFY, ASSESS, EXPERIENCE and RELEASE
- 50 scored controls with critical-failure logic
- Alignment and cognitive-demand matrix
- Assessment Integrity Review worksheet
- Evidence and source verification
- READY / REVISE / HOLD release recommendation
Self-service toolkit for professional use. Final release authority remains with the organisation's designated human approver.
Start with the free 10-point check“The strongest QA system is not the one that produces the most findings. It is the one that consistently identifies consequential issues and helps the production process stop creating the same defects.”
10-Point AI Training Content Quick Check
Find immediate red flags before release.
Screen purpose, objectives, activity and assessment alignment, cognitive level, evidence, learner experience, human review and release ownership.