For students · planned pilot
Build AI project experience you can explain.
Work through practical business problems, check the AI output and show the decisions behind your work. NATIVE is preparing its first university pilot.
What you will make.
The planned business-operations pathway focuses on business deliverables, not coding exercises. Final effort, tools and delivery format depend on the confirmed pilot.
- A practical deliverable grounded in a supplied brief and dataset.
- A record of the AI output you checked and what you corrected.
- A revision informed by feedback and stated assessment criteria.
- An explanation of your own contribution, decisions and limitations.
Turn customer feedback into an operational recommendation.
A fictional subscription business supplies a brief and sample feedback. The student categorizes it, links findings to source rows and recommends a workflow—with limitations made clear.
Categorized feedback with source links, a one-page recommendation and a proposed workflow with limitations.
Checked categories, corrected an unsupported conclusion and wrote the recommendation.
The AI summary says cancellation complaints doubled. A source check finds 18 cancellation comments, not 24, and the sample cannot establish what caused them.
cancellation is the largest category in this sample; trend and cause remain uncertain.
See the illustrative assessment and career evidence
Assessment preview
Source accuracy, judgment, recommendation quality and explanation. Feedback asks the student to separate observed counts from causal claims; the revised excerpt does so.
Career evidence
“In a simulated operations project, audited AI-generated categories against source feedback and revised a recommendation to state the evidence and uncertainty.”
The project, output, feedback and assessment shown here are illustrative. They do not represent a real student, customer, reviewer or deployed result.
How to take part.
Join the student waitlist to hear about participation opportunities. Access depends on confirmed programs and available places; a waitlist entry is not enrollment.
Already have a university invitation?
Use the invitation link your university sent. Its token is handed to the existing NATIVE app, where you can claim your seat.