How AI is changing investment management in Australia

Artificial intelligence has moved from a buzzword to a practical tool across most industries. Investment management is no exception, but the way AI is actually being used in portfolio management is often misunderstood.

Here is what is really happening, and what it means for Australian investors.

What AI actually does in investing

In an investment context, AI and machine learning are used to do one thing well: identify patterns in large datasets that would be impossible for a human analyst to find at the same speed or scale.

A human analyst can research a handful of companies per day. An AI system can process thousands of securities simultaneously, analysing price data, momentum signals, correlations, and historical patterns, and rank them in order of opportunity. It does this consistently, without fatigue, without emotion, and without the cognitive biases that affect human decision-making.

This is not about replacing investment expertise. It is about augmenting it. The best applications of AI in investment management combine the pattern-recognition capability of machine learning with the oversight and judgement of an experienced investment team. The machine works for us, not the other way around.

Where most fund managers are with AI

The honest answer is: most are not very far along.

A large number of fund managers use the word "AI" loosely, to describe basic quantitative screening, third-party data tools, or simple rules-based filters. Very few have built and own proprietary AI infrastructure developed specifically for their market.

The distinction matters. A fund licensing an off-the-shelf quantitative platform is not the same as a fund that has spent decades building and refining its own machine learning models. The edge in the latter is real and difficult to replicate.

How Avangard uses AI

Avangard's AI system, A.L.F.R.E.D. (Adaptive Learning For Ranking Equities and Derivatives), has been developed over 24 years and is 100% owned by Avangard. It processes 5.5 billion data points, ingests 28,000 daily price inputs, and draws on up to 100 years of cleaned historical financial data, all purpose-built for the Australian equity market.

A.L.F.R.E.D. produces a ranked view of the ASX each day. That ranking drives portfolio construction. Our portfolio manager reviews every output before any position is taken.

We are not a tech company that happens to invest. We are disciplined investors who built the right tool. Human judgement leads. Technology supports.

What this means for investors

AI-driven investment management is not about removing humans from the process. It is about giving the humans in the process better information, faster, at a scale that was previously impossible.

For wholesale investors, the question worth asking is whether your capital is being managed by a process that can monitor the entire ASX daily and apply the same discipline every time, or one that depends on the judgement of an individual on any given day.

Harnessing AI. Generating Alpha.

If you would like to learn more about how Avangard applies artificial intelligence to Australian equity management, contact us at office@avangard.au or request our Information Memorandum from the website.

Past performance is not a reliable indicator of future performance. The fund is available to wholesale investors only.