Two images side by side, one of a person using a tablet with digital analytics and the other of a person presenting financial data and charts on a board in an office.

Insights

Insights drawn from real world projects, industry experience, and emerging technology trends, shared openly with the sector.

Sendur Kathir 5/2/26 Sendur Kathir 5/2/26

AI-First University

Artificial intelligence is evolving from decision support tools into agentic systems capable of observing environments, reasoning over goals and initiating actions. For universities, this represents not another wave of digital transformation but the arrival of machine intelligence as a persistent institutional presence.

Sendur Kathir 3/12/25 Sendur Kathir 3/12/25

Hype to Consequence of AI

Artificial intelligence is rapidly transforming learning, governance and institutional strategy in universities. This sector analysis explores how Australian higher education is moving from experimentation toward structured, responsible AI adoption.