The CohortQX platform
01 · Application understanding
Understand the application as a whole.
CohortQX brings together the documents, facts, inconsistencies and missing evidence a reviewer would otherwise have to find manually.
- Transcripts, CVs, statements, references and test reports
- Structured facts connected across documents
- Missing-document and inconsistency warnings
- Reference letter validation check
- Decision-ready overview with direct source access
02 · Academic intelligence
Go beyond a transcript summary.
Interpret grades in context, understand the institution and identify the subject preparation that matters to your programme.
- Country- and school-specific grade conversion
- Institution matching, rankings and prestige context
- Quantitative and economics module classification
- GPA extraction and calculation
How this result was reached
Degree, institution and grading scale matched.
Final-year and overall results compared.
Country-specific conversion rule applied.
Boundary and manual-review checks passed.
Final cumulative average: 86.4 / 100
Degree classification: Highest Honours
03 · Explainability
See the reasoning. Check the source.
Every conclusion is presented with its criteria, interpretation and source evidence, so reviewers can verify rather than merely trust.
- Criterion and subcriterion-level explanations
- Source document and page references
- Warnings, uncertainty and exceptions kept visible
- Deterministic rules separated from model judgement
Substantial relevant experience
Two roles provide strong evidence for the programme.
01 Roles were consolidated across the CV and application form.
02 Duration, relevance and evidence quality were assessed separately.
03 The strongest policy-approved combination was selected.
Commercial Strategy Analyst · September 2023–present
19Led commercial forecasting and customer-segmentation analysis for a cross-functional team…
20Produced quarterly demand forecasts and presented findings to senior stakeholders…
04 · Tailored assessment
Your policy becomes the system.
Map each programme’s standards into documented criteria, conversions and review steps—without forcing the institution into a generic model.
- Programme-specific criteria and terminology
- Approved formulas, thresholds and exceptions
- Versioned changes and governance review
- Workflow and system integration
05 · Human review
AI prepares. People decide.
Reviewers can inspect, correct and override every assessment. Their changes remain visible and survive future processing.
- Reviewer edits with visible history
- Warnings and exceptions surfaced for attention
- Original documents always available
- Admission decisions remain explicitly human