CognateVerify™ — Platform features at a glance

Multi‑stakeholder portals

• Student, Family, Mentor/Educator, Administrator experiences (progress dashboards, AI‑assisted reporting, governance KPIs).

Evidence collection & verification

• Multi‑format uploads, time‑stamped logs, multi‑party validation, plagiarism/originality checks.

AI‑powered analytics

• Admission probability, skills gap analysis, pathway optimisation, cohort metrics, early‑warning indicators.

Communication & collaboration

• Unified messaging, bilingual EN/中文 translation, video conf + transcription, mentor matching, knowledge repository.

Learning management

• AI literacy & agentic AI modules, life‑sciences curriculum, career pathway milestones, cross‑cultural training.

Business operations (pilot‑ready subset)

• Payments, invoicing, refunds; reporting for investors and strategy.

Physical‑digital layer

• Calendar integration and resource optimisation, with future hooks for QR check‑ins and AR/VR.

Compliance & risk

• GDPR compliance, consent management, retention policies, cross‑border transfer, ethical‑AI guardrails.

Reporting & dashboards

• AI‑generated reports, KPI dashboards, trend identification, custom report builder.

This post summarises the working checklist used to scope the MVP and pilot.