The ProfilEd product system

Build the conditions in which people must think.

Explore the connected ProfilEd system for mapping goals, practising consequential decisions, adapting the next challenge, and retaining evidence for review.

Built for: Learners, Programme leaders, Faculty, Learning designers, Career services teams

Evidence links

Claim boundaries

  • ProfilEd connects a Curriculum Graph to Study Sessions, Story Quests, interviews, AI Case Lab, and Shared Footprint. Watch AI Masterclass, Interview Sequences, Study Rooms, and Documents are adjacent shipped capabilities. Practice records are for human review, not certified competence.
  • ProfilEd connects learner or programme goals to capability-based practice.
  • ProfilEd supports multiple practice modes including Study Sessions, Story Quests, interviews, defence, and AI Case Lab.
  • ProfilEd retains practice records for human review rather than treating an AI score as automatic proof of competence.

Common questions

What is ProfilEd?

ProfilEd is a multi-agent AI simulation platform for developing complex reasoning. It connects goals and capabilities to guided practice, decision simulations, interviews, defence, reflection, and reviewable evidence.

Is ProfilEd an LMS?

No. ProfilEd can sit alongside an LMS or learning programme. It focuses on adaptive practice and reasoning evidence around selected capabilities and high-stakes learning moments.

Which ProfilEd capability should a team start with?

Start with the learning or professional moment you need to improve. Use Curriculum Graph for pathway visibility, AI Case Lab or Story Quests for decisions, Study Sessions for guided learning, and interviews or defence for explanation under follow-up.

Does ProfilEd automatically certify competence?

No. ProfilEd creates and organises practice evidence. The relevant learner, educator, coach, or programme team retains responsibility for assessment and claims of competence.

Can ProfilEd support both individuals and institutions?

Yes. Individuals can use goal-based pathways and practice modes, while institutions can define bounded programme outcomes, cohorts, reviewer roles, and evidence workflows.

The product thesis

AI made answers abundant. It did not make reasoning abundant.

ProfilEd is designed for the gap between knowing something and being able to use it when context changes. A learner goal or programme outcome becomes a Curriculum Graph. Each capability can open a Study Session, Story Quest, AI Case Lab, or Socratic AI Interview.

Adjacent capabilities sit next to that loop: Watch AI Masterclass to observe first, Interview Sequences for multi-stage interviews, Study Rooms for join-by-code cohorts, and Documents to start from one file. Shared Footprint is the shareable evidence view. None of this certifies competence.

The connected system

Map, practise, review.

  • Map

    Translate a goal into connected capabilities.

  • Practise

    Place the learner in a decision, conversation, or explanation.

  • Review

    Inspect the record. People still decide what it means.

  • Direction

    A role, professional goal, programme outcome, or capability gives the work a purpose.

  • Curriculum Graph

    Capabilities, prerequisites, and available practice make the path inspectable.

  • Practice modes

    Study Sessions, Story Quests, AI Case Lab, and interviews exercise different forms of reasoning.

  • Evidence

    Attempts, explanations, revisions, and reflections remain available for human review.

The product experience

The path and the practice stay connected.

  • See the goal, capabilities, and next action

  • Build context by observing, asking, and responding

  • Choose inside a constrained professional situation

  • Explain a claim and handle the follow-up

Core capabilities

Choose the practice mode that matches the capability.

  • Curriculum Graph

    Connect goals to capabilities, prerequisites, and the next practice action.

  • Study Sessions

    Observe, ask, and respond before you have to demonstrate.

  • Story Quests

    Rehearse a professional decision under constraint and leave a story report.

  • Socratic AI Interviews

    Practise a claim, then survive the follow-up question.

  • AI Case Lab

    Turn a business case into a live decision environment.

  • Shared Footprint

    Share selected practice evidence, including gaps. Not verified competence.

Adjacent capabilities

Watch, sequence, gather a cohort, or start from a file.

  • Watch AI Masterclass

    Public Observer Mode for Study Sessions. Watch and intervene before creating an account.

  • Interview Sequences

    Chain several Socratic AI Interviews. Not certified assessment.

  • Study Rooms

    Join-by-code spaces. The host starts a Study Session. Not an LMS.

  • Documents

    Upload one file and generate practice. Multi-document synthesis is not live.

What the system produces

Keep the evidence needed for a better learning decision.

  • Direction

    The learner or programme goal that gives the pathway meaning.

  • Practice record

    The decisions, explanations, follow-up responses, and revisions made during an activity.

  • Next action

    A visible connection back to the capability and the next useful practice moment.

  • Evidence supports judgement. It does not replace it.

    ProfilEd records and organises learning activity. Educators, coaches, programme teams, and learners decide what the evidence means.

Explore the system

Start with the capability closest to your current decision.

  • Study Sessions

    Build context by observing, asking, and responding.

  • Watch AI Masterclass

    Observe first. No account required to watch.

  • Shared Footprint

    Review and share selected practice evidence.

Next step

Choose one capability that should become visible in practice.

Create your ProfilEd account