Question 1

What does AI for wealth management actually do?

Accepted Answer

It compresses the operational backbone of advice. File note generation, statement of advice drafting, paraplanning support, compliance review preparation, portfolio operations. The agent does the assembly work. The adviser still owns the call. Senior advisers see more clients. Paraplanners move up the value chain.

Question 2

How does this fit with ASIC RG 271 and APRA CPS 230?

Accepted Answer

Every workflow we design sits inside the existing regulatory frame. Controls, audit trail, and human override paths are part of the architecture from day one. For licensees, we map AI artefacts to existing obligations through a Compliance Translation Layer rather than writing a separate AI policy.

Question 3

Will AI replace paraplanners in our firm?

Accepted Answer

No. It reshapes the role. The mechanical parts of paraplanning compress. The judgement-heavy parts expand: quality assurance of AI output, codifying rules, handling exceptions. Firms that frame this as a replacement story lose their best paraplanners. Firms that involve them in the workflow design produce sharper paraplanning capability than they had before.

Question 4

How do we start without breaking compliance?

Accepted Answer

Pick one workflow that is bounded, repeatable, and matters. Map it end to end. Define the system of record, the action the AI may take, the human approval point, the evidence trail, and the events that force escalation. Ship a first production capability inside a quarter, document everything, then expand.

Question 5

What size firm benefits most from this?

Accepted Answer

Practices scaling past 10 advisers, where personal-productivity AI is no longer enough and the operating model has to be deliberate. Licensees and dealer groups designing the guardrails their adviser network can actually follow. Wealth platforms shipping agentic capability inside a regulated product.

AI for wealth management, designed by people who ship advice software every week.

The wealth management workflows where AI earns its keep.

What we have published on wealth management.

Why most AI pilots in wealth management stall before production

Build vs buy: AI in wealth management

Paraplanning in the age of agents

Ready to move past the pilot?