Faculty AI readiness
Support purposeful AI use in teaching, assessment and feedback, with human judgement at the centre.
Discuss this focus →Bring a priority from your institution. Together, we can shape a practical pilot around the people, capabilities and outcomes that matter.
A conversation first. Cohort, scope and measures agreed together.
Choose the closest challenge, or describe your own. The pilot will be shaped around your context.
Support purposeful AI use in teaching, assessment and feedback, with human judgement at the centre.
Discuss this focus →Explore how personalised practice and feedback can address specific learning gaps.
Discuss this focus →Connect learning, applied projects and assessment to the capabilities required for work.
Discuss this focus →Define how to assess capability, track progress and use evidence to guide next steps.
Discuss this focus →Your institution brings the context. VidyaShift connects the learning, practice and evidence around it.
Identify the priority, the current approach and what needs to improve.
Agree who will participate, their starting point and the support they need.
Set activities, responsibilities, timing and any data or approval requirements.
Agree a baseline, evidence of capability and a review point before deciding what comes next.
Success measures are agreed for each pilot. They may include capability improvement, the quality of applied work or readiness against a defined assessment rubric.
Share your institution, a challenge and the outcome you would like to see. An indicative cohort is helpful if you have one.
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