Fragmented submission rules bottlenecked research. AI agents now validate drafts against regulations and route them automatically.
New Zealand's largest university serves over 40,000 students and manages a complex research ecosystem subject to strict funding, ethics, and export regulations.
Researchers faced significant delays navigating fragmented submission processes for grants, ethics approvals, and export permits. The administrative...
Public research university offering undergraduate and postgraduate programs.
Enterprise technology and consulting for cloud computing, AI, and business solutions.
Provided technical expertise and mentorship for the University's AI hackathon
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Manual ethics checks held back research. Now, students and staff co-build AI agents to automate documentation and approvals.
Manual feedback failed to scale for 1,500 students. Faculty now build secure AI agents to simulate clients and speed up marking.
Replies to 500k students lagged a week. Now, AI drafts instant answers, letting educators curate responses rather than type them out.
Students navigated 28 portals and 70,000 sites. A single AI hub now instantly surfaces answers, lifting self-service rates 87%.
Manual validation slowed payroll cycles. AI now automates the checks, freeing HR to support the campus community.
Manual reviews bottlenecked legal workflows. AI now automates drafting and litigation responses, saving lawyers 10 hours weekly.
Writers averaged 2.3 reports/year. Teams now generate 300-page regulatory drafts in minutes, cutting writing time by 90%.