RESEARCH & KNOWLEDGE

Research Integrity Studio

Strengthen the work. Never steal the authorship.

Built forResearchers, postgraduate students, supervisors, research offices, editors and integrity reviewers who need source and citation evidence without blurring authorship.

R 5,900 ZARLaunch pilot · one bounded manuscript, proposal or research-review case

START WITH VESPER ↗SEE THE EVIDENCE WATCH THE FILM ↗

DIO governed research route — DIO PRODUCT FAMILYSophia · research intelligence

HOW SOPHIA WORKS

One visual path through the suite.

Tutor → Supervisor → Review → Research → Integrity

Sophia structures scholarly guidance and review. Academic approval, supervision decisions and integrity adjudication remain human responsibilities.

The visual is an explanatory map. Controlled artifacts and receipts remain the proof layer.

Sophia workflow diagram — Sophia workflow · explanatory view · authority boundaries remain unchanged

SOPHIA / FILM

See Sophia at work.

Research intelligence with the boundary still visible.

WATCH THE FILM ON YOUTUBE ↗

Proof familyControlled Sophia routes

DeliveryEvidence-bound review

ProvenanceClaim / source visible

AuthorshipHuman-owned

WHAT YOU ACTUALLY GET

A stronger research trail, not a ghostwriter.

Sophia prepares inspectable source, citation and scholarly-review artifacts so the researcher or supervisor can see what supports a claim, what remains weak and what still requires human judgement.

REVIEW-READY DELIVERABLE

Claim-to-source review

Claims and supporting sources brought into the same review frame with provenance visible where the selected route supports it.

REVIEW-READY DELIVERABLE

Reference and citation evidence

Reference-audit and citation-quality material prepared to expose weak, missing or questionable support for human scholarly review.

REVIEW-READY DELIVERABLE

Scholarly review pack

A bounded review package that preserves the researcher's authorship while making technical findings easier to inspect.

EVIDENCE, NOT PROMISES

Built before it was pitched.

Controlled engineering evidence is shown as engineering evidence. Commercial validation is earned from customers.

SOPHIA RESEARCH

Research evidence route ↗ — controlled route proven. It supports claim/source and reference review without certifying scientific truth or taking authorship.

SOPHIA INTEGRITY

Integrity evidence route ↗ — controlled route proven. It reviews provenance without making an academic-integrity or misconduct finding.

ADDITIONAL SCHOLARLY ROUTES

Supervisor support ↗ and Tutor support ↗ extend the family into supervised learning contexts while preserving human academic authority.

AUTHORITY BOUNDARY

Sophia supports research and learning review. It does not make misconduct findings, certify scientific truth, award grades or degrees, decide progression, replace a supervisor or claim authorship of the user's scholarly work.

MARKET TRUTH

The controlled routes demonstrate engineering capability. They do not by themselves prove independent customer demand, repeat usage or willingness to pay.

WHAT RUNS UNDERNEATH

Research judgment stays with the scholar. Provenance does not stay invisible.

01Vesper

→

02Sophia

→

03Evidex

→

04Seraph

→

05Human review

BOUNDED DELIVERY

Give the research problem an inspectable trail.

Bring this

One manuscript, proposal or scholarly-review problem, the review question, and the source or citation material you are authorised to use.

DIO does this

Sophia prepares source, claim, citation and review evidence; relevant DIO systems preserve provenance and challenge boundaries.

You receive this

Claim/source review material, reference-audit evidence and a bounded scholarly review pack for human consideration.

Human decides this

Authorship, scientific claims, integrity findings, supervision, examination, progression and academic decisions remain with authorised humans and institutions.

PILOT SCOPE

One scholarly problem. Enough to inspect the difference.

The launch pilot is intentionally bounded. Larger corpora, recurring research workflows and institutional integrations are scoped separately after the first review case.

LAUNCH PILOTR 5,900 ZAROne bounded caseScope confirmed firstEvidence-bound review packHuman authorship retainedTALK TO VESPER ↗Use structured intake instead

PRODUCTION REALITY

From scholarly guidance to inspectable output.

The intelligence can help the work become clearer without becoming the academic authority that approves it.

AI · DIO PRESENCE CORE

Tell me what needs reviewing.

Vesper opens with Sophia Integrity context already attached. Give her the research problem and the review question; she will route the conversation without pretending Sophia owns the scholarship.

START WITH VESPER ↗STRUCTURED INTAKE