AI Won’t Solve the Talent Problem on Its Own — Why Hiring Discipline Still Matters

By Donna Roughan

Accounting firms are investing heavily in AI as a way to manage ongoing talent shortages. Automation is helping reduce pressure on teams, speed up routine work, and improve efficiency across compliance and advisory. 

All of that makes sense. 

But there’s a risk in how the conversation is evolving. As firms focus on technology to solve capacity issues, hiring discipline can quietly slip down the priority list. That’s a mistake. AI may reduce the number of people firms need, but it increases the importance of the people they do hire.  

AI Doesn’t Lower Expectations — It Raises Them 

As AI takes on more routine work, the human role changes. Accountants are spending less time processing information and more time interpreting, questioning and explaining. 

AI doesn’t lower expectations on people — it raises them. Firms now rely more heavily on individuals to: 

• Apply judgment to AI-generated outputs.
• Identify when something doesn’t look right.
• Make decisions in gray areas.
• Communicate clearly with clients and regulators.

These capabilities don’t show up clearly on a resume and they’re hard to assess in an interview alone. As AI becomes part of day-to-day work, these skills matter more, not less.  

Fewer Hires Means Hiring Becomes Higher Risk 

One of the practical outcomes of an AI strategy is leaner teams. That changes the risk profile of hiring. 

When there are fewer people in a team, there’s less room to carry someone who struggles with judgment, adaptability or pressure. A single poor hire can have an outsized impact — slowing work down, increasing risk and putting strain on others. 

This is where testing adds real value. It gives firms evidence, instead of relying on gut feel, at a time when the cost of getting hiring decisions wrong is higher than ever.  

AI Still Needs Humans Who Can Think for Themselves 

AI can generate answers quickly. What it can’t do is take responsibility for those answers. It can’t understand client-specific context, recognize subtle inconsistencies, make ethical judgment calls, or push back when something doesn’t feel right. 

Skills and ability testing helps ensure candidates can think independently and critically, not just follow outputs. In a profession built on trust and accountability, that distinction matters. The difference still comes down to the people you hire.  

Behavior Matters More in Lean, Fast-Moving Teams 

AI-driven firms often move faster, expect more adaptability and operate with tighter teams. In that environment, personality and behavioral alignment really matters. When teams are smaller and pressure is higher, behavior shows up quickly. Communication, resilience, decision-making under stress, and how someone responds when things go wrong all have a direct impact on performance and risk. How someone behaves under pressure matters just as much as what they know. 

Personality and behavioral testing helps firms understand this before someone joins the team, not after problems start to surface.  

Evidence-Based Hiring Is Still a Control, Not an HR Exercise 

Despite advances in technology, hiring decisions are often made under time pressure and based on instinct — especially at senior levels. Testing brings structure and consistency into those decisions. It supports fairer comparisons, reduces unconscious bias, and provides a defensible basis for why someone was hired. 

In a profession that values evidence, assurance and sound judgment, hiring shouldn’t be the exception. 

Final Thought 

AI is an important part of how accounting firms respond to talent shortages. But it isn’t a talent strategy on its own. While it changes how work gets done, it doesn’t change the need for capable, adaptable, trustworthy people to do it. 

Technology may support efficiency, but performance, risk and client outcomes still come back to human judgment and behavior. That’s why testing remains critical — not despite AI, but because of it.

Donna Roughanfrom Accountestsbrings decades of expertise in accounting and business advisory, having held pivotal roles including director at PwC, and offers extensive executive experience spanning both finance and operations.