Walk any advice conference floor this year and find the AI booths. Most are selling you the same thing in different colours: an AI that sits in your client meeting and writes the file note. It records the conversation, drafts the summary, fills the fields, and hands you a compliant record before you’ve walked the client back to the lift.
It’s good. Genuinely. I’ve sat through the demos and felt the pull, and anyone who’s ever written up a file note at seven in the evening knows exactly why this is the first thing a practice reaches for.
And practices are reaching. Adviser Ratings has adoption at 74% of advice businesses, up from 45% the year before. Around 86% of that is file notes. This isn’t a frontier any more. It’s the mainstream, and it happened fast.
But look closely at what all of it actually does, and you notice something the brochures don’t mention. Every one of these tools faces the same direction.
They face you.
The arrow is pointing the wrong way
Strip back the marketing and the money is buying three things.
The first is admin. File notes, transcription, advice documents, paraplanning requests. This is the bulk of it, and it’s pointed squarely at the adviser’s back office.
The second is the cleverer frontier: tools that watch a client’s circumstances and prompt you. The most ambitious of them promise to notice when a client’s goals shift, run a quiet health check, and surface the timely piece of advice you’d otherwise have missed. Some of the marquee versions aren’t even shipping until later this year. It’s impressive work. And it’s still pointed at you. It whispers in the adviser’s ear.
The third is portfolio reporting in better clothes. The slick review presentation, the interactive wealth dashboard, the chart that finally looks like someone designed it. This one does reach the client. But what reaches them is the portfolio, rendered beautifully. A balance sheet with manners.
There’s a fourth off to the side: AI that writes your marketing — the blog, the newsletter, the social posts. Roughly half of practices are using it now. But that one faces outward, at the strangers you’d like to turn into clients, not at the people already sitting across from you. It’s pointed away from the client experience too, just in the opposite direction.
Now notice what’s missing across all three. The client’s actual experience of being advised is exactly what it was before any of this arrived. The admin got faster. The prompts got smarter. The report got prettier. The client sat in the same chair and felt the same thing they felt in 2019.
We have taken the most capable technology of a generation and used it to make the adviser’s paperwork quicker, while leaving the part the client actually experiences completely untouched. I don’t say that as a critic standing outside it. I’ve made this exact mistake — optimised the engine room of a practice and called it a better service, when the client never saw a single thing change.
What facing the client would actually look like
Turn the arrow around. Point the same cheap, capable technology at the person who pays the invoice.
A client leaves a first meeting. Not the form-filling one. The real one, where they finally said the thing they’ve never said out loud about money, or about their kid, or about what they’re quietly afraid of. Two hours later, before they’ve sat down to dinner, a note arrives. It isn’t a fact-find confirmation. It’s a reflection, written back to them in their own words, of what you heard mattered most. Not the strategy. The why underneath it. They read it, and something settles in them. Someone was listening. Someone understood.
What the tools hand the client is a record. A file note for your files, a summary for your records, a report for your review pack — all of it facing you, even when a copy goes to them. Almost none of it is built to produce the other thing: the note the client holds afterward that says, plainly, we heard you. Not the facts of the meeting. The why underneath them. And that is close to the highest-value thing an advice relationship can deliver in its first month.
Or take the quiet ones — the client who used to reply same-day and now takes a week, who keeps deferring the review. You don’t lose clients in a fee argument; you lose them in silence, months before they say a word. The frontier tools watch for the change that signals an advice opportunity. Almost none watch for the one that signals a relationship going cold — because that isn’t a product feature, it’s an instinct. One you could now make systematic, quietly, for the price of a coffee a month.
I’ll leave the how alone here, because the how is the easy part and it’s specific to each practice. The point is the direction. None of this is science fiction, and none of it is expensive. It’s simply nobody’s priority, because it can’t be sold to everyone at once.
”So why hasn’t someone already built it?”
Fair question, and the honest answer is the most useful thing in this whole piece.
The mundane scales because it’s identical everywhere. Every adviser’s file note problem is the same file note problem. Build the tool once, sell it sixteen thousand times. That is a clean, universal, productisable market, and it’s exactly why the money and the talent have stampeded into it.
The client experience is the opposite. Every disciplined practice’s is different, because it’s built on that practice’s own view of what advice is for, how it charges, and what it refuses to do. You cannot productise a thing that depends on a process for uncovering what each client actually values — what really sits under the money — because that process is different in every practice that’s any good at it.
Watch what happens when a company tries. The most serious attempt at values-based client experience in this market ended up building an entire academy: accredited courses whose only job is to get advisers to think differently about advice before the software makes any sense at all. Their own people say it without flinching — the transition is hard, and advisers struggle to know where to start. That is not a software problem. That is a software company quietly discovering it has wandered into the consulting business, because the product simply doesn’t land until the thinking changes first.
So the gap isn’t an oversight. It’s structural. The large players go where every adviser is the same. The valuable ground is precisely where they can’t follow: where the work is bespoke, where it depends on a discovery process no two practices run the same way. That’s not a gap waiting patiently for a vendor to fill it. It’s a gap that actively repels them.
The cheap part
Here’s the detail that makes the whole situation faintly absurd.
Only about a third of practices pay for enterprise-grade AI. Everyone else runs on the cheap stuff, and the cheap stuff is now extraordinary. The constraint was never the budget, and it was never scale. A solo practice can build a client experience a hundred-adviser group can’t touch, precisely because the solo practice knows exactly who its clients are and what they care about, and can tune to them with a precision no enterprise rollout will ever match.
The expensive part was never the technology. It’s the discipline to decide what your client experience should actually be. And most practices, if they’re honest, have never once written that down.
That’s the inversion worth sitting with for a moment. The barrier isn’t money. It’s clarity.
Why the platform won’t build it for you
There’s a quieter reason not to sit and wait for someone else to do this.
The advice tech consultancy Finura reckons two platforms, holding roughly 80% of net flows between them and nine times the market value of the company that owns the dominant planning software, are positioning to own the advice process end to end. To own, in their phrase, the adviser desktop. The data, the workflow, and the relationship layer along with it.
Sit with what that means. If you wait for the platform to build your client experience, what you get is the platform’s client experience. The one designed to be sold to everyone. The one on their roadmap, at their pace, that they can reprice, retier, or switch off. Your relationship with your client, mediated by a company whose actual customer is the net flow.
The alternative isn’t expensive. It’s just yours. Built around your clients, owned by you, shaped to the experience you decided to deliver. A platform can’t sell you that, by definition. It’s the one thing they can’t productise, which is the same reason it’s the one thing worth owning.
Efficiency was never the point
There’s an old distinction worth dusting off. Efficiency is doing things faster. Effectiveness is doing the right things. The entire AI conversation in advice has been about the first one. The file note in ninety seconds. The advice document in an afternoon. All real, all worth having, and I’d take every minute of it back.
But efficiency was only ever meant to buy you something. The time you claw back from admin is supposed to go somewhere. “Get back to your clients” is printed on every banner in the room. And then the same tools quietly assume that what you do when you get back to them is the very same thing you always did, just with a few more hours to do it in.
The hours were never the prize. What you do with them is. A client who feels known, genuinely and specifically, like someone was paying attention to their life and not their balance, is the whole product. It always was. And the means to deliver it, at long last, are sitting right there in front of us. Cheap, capable, and pointed in the wrong direction.
Turn the arrow around.