Research intelligence · v0.9

The research workbench that coaches, never writes for you.

A Socratic AI supervisor for South African postgraduates. We refuse to draft your proposal — instead, we prepare you to defend it.

  • Probes your question with four tests: researchable, gap, specific, feasible
  • Labs, literature library, milestones and a proposal builder in one workspace
  • Exportable .docx proposal you can hand to your supervisor
South African graduates at the University of Cape Town

System readiness

8.2/ 10
Tutor engine92%
Research UX85%
Admin & oversight72%

Aspiring to serve students from South Africa to the world

UCT

University of Cape Town

Wits

University of the Witwatersrand

SU

Stellenbosch University

UP

University of Pretoria

The workbench

What the system actually does

Six connected tools, one research workflow. From a vague topic to a defensible, exportable proposal.

01

Socratic supervisor

A dialogue engine that refuses to write for you. It probes your question against the four tests — researchable, gap, specific, feasible — and adapts to your degree level and discipline.

REFUSAL-FIRST · LOGIC INTEGRITY
02

Question versioning

  • Every iteration saved and scored
  • See which tests it still fails and why
  • Track how your thinking evolves
03

Labs

On-demand explainers on the research onion, paradigms, sampling and validity — contextualised to your topic.
04

Literature library

Upload PDFs, extract metadata automatically, and build a structured reading list with research gaps per paper.
05

Milestones & dashboard

Auto-seeded from your submission timeline. Tracks sessions, question maturity and proposal completion.
06

Proposal builder

Per-section AI critique, never AI writing. Autosaved as you draft, with a clean .docx export ready for your supervisor.

Autosave

Every keystroke, private to you.

Export

.docx, formatted for review.

South African postgraduates celebrating on university steps
Outcomes we optimise for

A defensible proposal, not a generated one.

01

A question that survives supervision

Sharpened until it can withstand your supervisor's first three questions — not just phrased well.

02

A literature base you can defend

Every paper summarised with the gap it leaves open, so your review makes an argument, not a list.

03

A milestone plan tied to your submission

Auto-seeded from your real deadline. Tells you what to work on next — not a generic template.

04

A proposal draft that is entirely yours

Every sentence written by you, critiqued section by section. Complete process log for academic integrity review.

Build status

Proof of concept · v0.9

All six phases of the tutor engine are live. Ready for pilot cohorts; not yet hardened for institution-wide rollout.

  • ✓ Socratic supervisor with four-test gating
  • ✓ Process logs and question versioning
  • ✓ Literature library with PDF ingestion
  • ✓ Milestones and smart dashboard
  • ✓ Proposal builder with .docx export
  • ✓ Admin dashboard and role-based access
  • ◐ Supervisor accounts and cohort analytics
  • ◐ Citation manager and reference export

Composite readiness

8.2

/ 10 · highly stable

Tutor engine9/10
Research tools8/10
UX and onboarding8/10
Admin and oversight7/10
Production hardening6/10