Your tax team is exploring AI. Why hasn’t anything changed?
AI has a ceiling most teams have not hit yet. We asked tax leaders about their current use of AI, the barriers and their priorities over the next 12 months.

There comes a point where a growing business needs tax expertise of its own. The mistake isn't hiring too early or too late; it's hiring the right person and then using them as a processor.
Sooner or later a growing business asks: do we need our own tax person? It usually surfaces when advisor fees keep climbing, when tax starts eating the finance director's evenings, or when a decision goes the wrong way because nobody with a tax lens was in the room.
It's the right question, but only the start of the conversation. Most people skip straight to the money when the smarter first move is to ask what you want from the role.
It's complexity, not volume, that should drive the decision to hire. The signals usually arrive together:
If two or three ring true, it's probably time. For most private businesses, that point is somewhere between £50 million and £250 million of turnover.
Before you hire, decide which tax responsibilities should sit where. The split is flexible, but for a growing business it generally looks like this: judgement and ownership in-house; specialist depth and strategic insight from external advisors; and routine compliance either outsourced or automated in-house.
Expect more from the role than throughput. A good tax lead earns their keep in judgement, in the decisions they shape, not the returns they file. They should:
A good tax lead isn't there to get rid of your advisors. They're there to know when to bring one in, and to get more out of them when they do. The aim isn't to pull everything in-house; it's to put someone in charge of the whole picture.
Many businesses hire an experienced tax manager, and within a year the role has filled up with compliance: VAT returns, corporation tax filings, or worse, collating information for an outsourcing provider. You've put a senior judgement-maker on processing.
It happens the other way round too: a business outsources everything and leaves nobody inside who really owns the tax function. The external work still arrives, but no one joins it up or acts on it. And it's easy to assume you're covered because tax is outsourced, when in reality that engagement is narrowly focused on compliance.
Before you write the job spec, challenge the default of using the role to insource work. The best-value model is often an internal team that leans on outsourcing and automation for the routine, and external advisors for the strategic depth. Ownership inside, efficiency underneath, specialist reach when it matters.
Then make the role count. Give them a seat at the decisions, not just the deadlines. Let them spend money on specialist advice when it's the right call. Get them engaged in the commercial side of the business. And measure them on what they actually change: the value found, the surprises avoided, not whether returns are filed on time.
Your next tax hire isn't about doing more tax in-house. It's about making better tax decisions, earlier, and having someone who understands tax embedded in the business, in the room when decisions are made, and close enough to connect the tax to the commercial reality in a way an outside provider can't. That's where the value is, and why the right person pays for themselves many times over.
The opportunity for a well-run tax function has never been greater. Automation and AI are changing how time is spent: less effort assembling data, more on review, judgement and getting the position right first time. The same technology is now in the hands of tax authorities, who are using it to scrutinise businesses that would previously have received only a cursory glance. Get this right and your tax function becomes faster, leaner and better protected. Leave it too long and you risk paying over the odds for processing while facing more regulatory scrutiny than ever before.
Automation and AI are shifting what a tax function can do. Yet many in-house tax teams are still focused on filing VAT returns and firefighting.
We help you work out what's now possible, whether you're building a tax team from scratch or getting more from the one you already have. That might be automation that takes the assembly work off your team, so more of your budget buys judgement. Or the forward-looking strategic depth that protects shareholder value and readies you for exit. The aim is the same: helping you get the most value from what you spend.
This article is general commentary and not advice. To discuss any of it, get in touch with Edward Murphy.
AI has a ceiling most teams have not hit yet. We asked tax leaders about their current use of AI, the barriers and their priorities over the next 12 months.
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