Does ProfilEd replace our LMS?
No. The LMS can remain the institution's course-delivery and record system. ProfilEd adds simulation practice and reasoning evidence around selected learning moments.
ProfilEd for higher education
Move from completed learning to visible capability.
Give learners repeated practice in consequential decisions, and give faculty and programme teams evidence of how their reasoning changes.
Built for: Academic leaders, Programme directors, Faculty, Learning design teams, Career services leaders
Evidence links
Claim boundaries
- ProfilEd is an AI simulation and reasoning-evidence layer for higher education. It connects programme outcomes and learner goals to repeated practice, then retains decisions, explanations, revisions, and reflections for human review.
- ProfilEd is designed to sit alongside an institution's LMS and curriculum.
- ProfilEd activities can retain decisions, explanations, revisions, and reflections for review.
- Institutions define the capabilities, review criteria, and assessment meaning of the evidence.
Common questions
What should a higher education institution pilot first?
Choose one moment where learners need to make a judgement, explain it, handle challenge, and revise. A capstone case, placement-readiness pathway, professional interview, or selected course outcome can provide a useful boundary.
What evidence does ProfilEd produce?
Depending on the activity, the record can include choices, explanations, follow-up responses, revisions, reflections, transcripts, and links to the learner's Curriculum Graph.
Can faculty define the capabilities and review criteria?
Yes. Programme teams should define the relevant outcomes and decide how ProfilEd evidence contributes to coaching, formative assessment, or programme review.
Does ProfilEd automatically certify learner competence?
No. ProfilEd creates practice evidence for human review. Institutions retain responsibility for assessment decisions, standards, and any claim of competence.
How does an institutional pilot begin?
Begin with a bounded cohort and one capability workflow. Define the learning purpose, evidence, reviewer roles, privacy expectations, and decision criteria before expanding.
The institutional gap
A grade can show what was submitted. It rarely shows how a learner reached a decision.
Higher education teams already have systems for curriculum delivery, assessment, attendance, and completion. The harder problem appears when a learner must interpret an ambiguous situation, choose a course of action, explain the trade-offs, respond to challenge, and revise. Those moments reveal judgement, but they are difficult to practise frequently and difficult to inspect at programme scale.
ProfilEd gives institutions a practice layer for those moments. Learners work through simulations, cases, Socratic interviews, Story Quests, and guided study sessions. Their choices, explanations, revisions, and reflections become material for feedback. Faculty retain control of learning outcomes and review; programme teams gain a clearer view of where learners repeatedly struggle.
What changes
Add evidence of reasoning to the signals you already collect.
ProfilEd complements the LMS, assessment, and faculty review. It does not replace them.
Completion and scores
Useful for recording participation and evaluated output, but often too compressed to explain the learner's reasoning process.
Decisions and revisions
Capture what the learner chose, why they chose it, how they handled challenge, and what changed after feedback.
One assessment moment
Faculty see a final submission after much of the thinking has already happened.
Repeated low-stakes practice
Learners rehearse difficult moments before the graded, clinical, placement, or workplace event.
The capability workflow
A common layer across curriculum, practice, and review.
Define
Choose the capability and the consequential moment in which it should become visible.
Practise
Give learners a realistic situation with incomplete information, constraints, and follow-up questions.
Review
Inspect the response, rationale, revision, and reflection rather than relying on a single score.
Improve
Use recurring gaps to adjust coaching, practice design, and the next learner action.
Institution intent
Programme outcomes, accreditation language, role expectations, and faculty-defined standards.
Curriculum Graph
A visible map connecting learner goals and programme outcomes to capabilities and prerequisite relationships.
Practice modes
AI Case Labs, Story Quests, Socratic AI Interviews, Study Sessions, and defence moments.
Evidence layer
Reasoning traces, revisions, reflections, transcripts, and next-practice recommendations available for human review.
Stakeholder outcomes
Useful at the learner, educator, and programme level.
Practise before the stakes are real
Rehearse interviews, cases, client conversations, clinical judgement, and other professional moments in a safer setting.
Coach from the thinking
Use explanations, questions, revisions, and reflections to give feedback that reaches beyond the final answer.
See recurring capability gaps
Review patterns across selected activities to decide where curriculum or learner support needs attention.
Turn practice into better coaching inputs
Help learners explain experience, defend claims, and prepare for follow-up questions with more specificity.
Where it fits
Start where judgement already matters.
Case analysis and decision defence
Let learners make a recommendation, face a changing constraint, and defend the reasoning behind it.
Reasoning under uncertainty
Practise how evidence, risk, communication, and escalation shape a decision without representing the simulation as clinical certification.
Reflection with evidence
Connect project choices and revisions to the capabilities a programme expects learners to demonstrate.
Interview and workplace rehearsal
Move from polished claims to examples a learner can explain, defend, and improve.
Reviewable outputs
Keep the evidence needed for a better human decision.
Decision record
The option selected and the constraints the learner considered.
Reasoning trace
The explanation, evidence, assumptions, and trade-offs expressed during practice.
Revision history
What changed when the learner received new information or challenge.
Reflection and next action
The learner's own account of what they would retain, change, or practise next.
Evidence supports review; it is not automatic proof of workplace performance.
Institutions decide which activities matter, how evidence is interpreted, and what additional assessment or human judgement is required. ProfilEd should be evaluated in the context of the programme where it is used.
A practical pilot
Test one meaningful learning moment in four steps.
Select
Choose one course, cohort, capstone, placement pathway, or career-readiness workflow.
Define
Agree on the decision, capability, evidence, and faculty review criteria that matter.
Run
Give learners repeated practice and collect feedback from learners and reviewers.
Decide
Review participation, evidence quality, recurring gaps, operating effort, and learner response before expanding.
Explore the system
See the capabilities behind the institutional workflow.
Curriculum Graph
Connect outcomes, capabilities, practice, and evidence.
Case Practice
Build repeated decision and defence practice into a programme.
AI Case Lab
Practise complex decisions under changing constraints.
Next step
Choose one programme outcome and make the reasoning behind it visible.
Plan an institutional lab