Workplace-Based Learning · Any Discipline

The tutor that doesn't teach.
It spars.

Learners launch InstruQ from inside their programme — there's nothing to sign up for here.

Challenge and prompt — not teach

Sharper questions. Stronger clinicians.

Telling you the answer would displace the very thinking you're here to build. InstruQ holds a hard line: three coaching modes, and none of them is "lecture".

  • NeverGives partial or complete answers to your own task
  • NeverWrites your reflection for you — your words stay yours
  • NeverReads a source so you don't have to
  • NeverValidates you when you're confidently wrong
  • AlwaysMeets you at the right level: independent application, guided practice, or Socratic questioning
  • AlwaysSurfaces your next gap — lightest touch first
  • AlwaysComes back to a struggle from a fresh angle until it resolves
  • AlwaysPushes back with evidence-seeking questions
How it works

A living map of your learning — built from real work.

Under every conversation sits a per-learner knowledge graph and a curriculum defined entirely as data. Nothing generic; nothing bolted on.

Your curriculum, as a graph

Concepts, prerequisites, tasks and sources arrive as a versioned schema — clinical today, any discipline tomorrow.

You talk about real work

Cases, decisions, reflections. InstruQ coaches in the moment, picking its next move from your own journey graph.

Evidence is distilled, carefully

A precision-biased pipeline recognises what you actually did — and stays silent when it isn't sure.

Your record grows

Formative xAPI statements flow to your programme's learning record store. Judgement stays with human assessors.

Every discipline

One engine. Any subject. Your curriculum.

InstruQ is subject-agnostic by architecture: a curriculum arrives as data — concepts, prerequisites, sources, evidence shapes — and the sparring engine does the rest. Clinical education is simply our first programme; engineering, law, teaching practice, or any workplace curriculum drops into the same graph.

It knows your journey

Every encounter, connection and struggle lives in your own temporal graph. Session two opens where session one truly left off — not where a syllabus says you should be.

Ready when you are

InstruQ gauges readiness before it provokes: prerequisites first, spaced reuse before skills fade, a different route when something isn't landing.

Evidence, not grades

Everything InstruQ records is formative and carries no marks, no scores, no verdicts. It notices what happened; deciding what it's worth stays human.

Identity-blind by architecture. InstruQ never sees your name, email, or role — only an opaque reference issued by your programme. Every learner's graph is a separately-sealed store; no learner can ever be compared to another inside the system; and erasure removes every trace, attested and signed.