Across the profession right now, one category of software is pulling ahead of everything else in adoption speed.
AI notetakers and meeting assistants.
Jason Staats, CPA and founder of the $400M accounting firm alliance Realize, published a LinkedIn post last week that makes this clear. Drawing on data from nearly 1,000 real accounting firms, Staats tracked what tools firms used, what they switched to, and whether they'd recommend other firms do the same across a three to five year horizon. His conclusion: AI meeting assistants are among the eight fastest growing apps for accounting firms today. When someone with that dataset makes that call, it's worth paying attention.
For anyone watching the profession closely, the shift Staats is pointing to isn't surprising.
The Problem That Made This Category Inevitable
Accounting is a relationship business. The value a firm delivers is wrapped in conversations, context, and accumulated understanding. What the client told you last June matters. How they reacted to that restructure conversation matters. What they said they wanted before the year end, and what they actually meant, matters.
The problem is that none of that has ever had a reliable home.
For decades, the professional's notebook, their memory, and the occasional CRM note carried all of it. When a partner retired, left, or handed over a relationship, that context walked out the door with them. When a client meeting ended, the details started to fade. When a junior staff member sat in on a review and picked up something useful, it often stayed with them unless someone happened to ask.
The rest of the firm's tech stack, the practice management software, the workflow tools, the compliance platforms, captured what was done. None of it captured what was said.
That gap has always existed. What Staats' data suggests is that AI meeting assistants are the first category of tool that meaningfully closes it.
What These Tools Actually Do
The better tools in this category go beyond transcription. Recording a meeting and producing a raw transcript solves one problem. What firms need is structured output: the decisions made, the commitments given, the concerns raised, and the follow-up required. That is a different ask, and it is where the tools built specifically for accounting firms tend to outperform general-purpose alternatives.
Tools like Vinyl have been built with that distinction in mind. Rather than capturing everything and leaving the accountant to sort through it, the output is shaped around what a client meeting actually produces for a firm. Summaries, action items, and searchable records that sit inside the workflow rather than in a separate app the team has to remember to check.
That specificity is part of why adoption in this category has concentrated around tools designed for the profession rather than adapted from other industries.
Context Is the Asset
The conversation about AI in accounting has spent a long time focused on automation. What can be removed from the workflow. What can be processed faster, filed without manual intervention, reconciled without human touch.
That work matters. But it addresses what firms do. It leaves untouched the question of what firms know.
Client context, the relationship layer, the accumulation of conversations across years, is the asset that distinguishes one accounting firm from another. Two firms can use the same software, run the same compliance workflows, and charge similar fees. What separates them is how well they understand their clients, and how much of that understanding survives as the firm grows, as staff change, and as relationships deepen or transfer.
AI meeting assistants address that directly.
When a client mentions a family trust restructure they want to revisit in eighteen months, that note exists. When a business owner flags that they are thinking about bringing on a business partner, that context is searchable. When a new staff member takes over a client relationship, they can read the history of what was said, not just what was billed.
That is a different kind of value to workflow automation. And increasingly, it is the kind of value accounting firm owners are prioritising.
Why Adoption Has Moved Quickly
Meeting assistant tools have grown faster than most categories, and Staats' dataset reflects why: the adoption barrier is low and the return is visible.
Firms do not need to rebuild their tech stack to start using Vinyl. The tool sits alongside existing workflows. A meeting happens, the recording is captured, the summary is generated. The firm walks away with a structured record without additional administrative effort from the accountant.
The result is immediate enough to be felt at the individual level, not just measured at the practice level. A partner uses it for three client meetings and has a clear record of each conversation. That experience converts quickly.
Compare that to practice management migrations, workflow redesigns, or advisory service rollouts, all of which require significant change management before anyone sees a return. The meeting assistant category offers something rarer: a tool that earns its place in the first week.
What the Adoption Pattern Actually Reflects
The profession has been through several waves of tech adoption. Practice management platforms. Cloud accounting. Document automation. Workflow tools. Each wave had its early movers, its fast followers, and its reluctant adopters.
What Staats identifies as different about AI meeting assistants is the reason firms are adopting them. Peer experience, not vendor marketing, is driving the category.
Firm owners talk to other firm owners. They hear, directly, what is working and what was a mistake. That word-of-mouth layer is the most reliable signal in the accounting tech market. It is also exactly what Staats set out to measure. His dataset exists because the advice that actually changes firm decisions comes from other firm runners, not from vendors. And right now, that signal is pointing firmly at this category.
Firms are reaching for meeting assistant tools because the problem they solve is one every partner recognises immediately. The loss of client context. The fragility of relationship knowledge. The administrative weight of post-meeting documentation. These are problems the profession has carried for decades and quietly accepted as the cost of doing business.
That acceptance is ending.
For Firms Ready to Start
The practical question for any firm reviewing its tech position is straightforward. What happens to the context from your client conversations today? Where does it go after the meeting ends? How much of it survives a staff change, a partner handover, or simply the passage of time?
If the honest answer is that it lives in someone's head, or in unstructured notes, or nowhere at all, that is the problem Vinyl is built to address.
The category is growing because the problem is universal. Every accounting firm has client relationships. Every client relationship depends on accumulated context. And until recently, there was no reliable way to capture and use that context at scale.
So here's the question: if the fastest growing category in accounting tech right now is the one designed to preserve what you know about your clients, what does that say about what the profession has been missing?
Jason Staats' full breakdown of the eight fastest growing apps for accounting firms is available on his LinkedIn post
