

SiRI shows students how course skills connect to real, current jobs, helping students and educators see how course skills align to live employer demand, where a course can lead, and how relevant it remains in today’s job market.
SiRI gives students clearer course choices and more objective enrolment guidance, backed by
proof of industry relevance.

Show students how course skills
connect to real current jobs


What SiRI does
◆ Maps qualifications to live advertised job roles.
◆ Checks course relevance against live employer demand.
◆ Shows students how their current skills align to a course.
Why it matters
◆ Clearer course choice for students.
◆ More objective enrolment guidance.
◆ Stronger proof of industry relevance.
◆ Practical insight for targeted course improvement.
SIRI AI Course Evaluation

Skills-based mapping to live job ads

Proof derived from live job demand, not generic job classifications
A deeper dive into course skill relevance
Unit-level skill demand
Shows which units strengthen or weaken market relevance

Course skill demand insights
Granular skill insight for targeted course modernisation


Student-to-course skill match
Shows students how their skills align to the course

A clearer path from study to employment