Connect learning
to the first real opportunity.

Give graduate AI/ML students free foundations assessments, a talent passport and a project portfolio outline. Pilot a consented pathway into SME recruiting workspaces.

Explore the student pathway

Free student utility

Students can build a profile and take Python, SQL and machine learning foundations quizzes without buying an employer subscription.

Consent at every handoff

Students choose a pipeline, decide separately about model-development exports, and can withdraw their shared profile. Public passports are opt in.

A measurable pilot

Start with one graduating cohort. Track participation, assessment evidence and employer-reported outcomes before considering wider access.

One cohort.
A clear agreement.

Agree the purpose, responsible contacts, consent wording, retention period and success measures before inviting students. Career centres keep control of their own participation.

No universities are represented as signed partners here. Pipeline access is permission-based and is not exclusive.

For an employer or pilot coordinator

Open your workspace’s University pipelines tab to track career-centre outreach. Once a pilot is agreed, activate an invitation and share its link through your own approved channel.

Open pipeline workspace

For a student

Build your passport first. An active pipeline invitation lets you choose which workspace receives your resume and foundations evidence.

Create a free passport