How Should Tax and Accounting Firms Measure AI Success?

The Growth Minded Accountant

The Growth Minded Accountant
How Should Tax and Accounting Firms Measure AI Success?
Jul 22, 2026 Season 6 Episode 31
Lee Reams II from CountingWorks PRO

Time Saved Is Only the Starting Point

Artificial intelligence can draft an email in seconds, summarize a meeting, organize client information and reduce the time required to complete routine work.

But does that mean the firm’s AI investment is succeeding?

Not necessarily.

The AI conversation in tax and accounting is increasingly divided between two competing visions. Silicon Valley sees the opportunity to rebuild firms around AI-native systems and autonomous agents. Professionals working inside real firms see clients, deadlines, compliance obligations, established workflows and decades of processes that cannot simply be removed overnight.

The future will likely exist somewhere between those two extremes.

In this episode of The Growth Minded Accountant, Lee Reams explains why AI success should not be measured by software demonstrations, licenses purchased or minutes theoretically saved. The more important question is whether professionals trust the technology enough to use it and whether that adoption makes the firm more capable.

Lee breaks down four practical measures tax and accounting firms can use to evaluate AI ROI:

  •  Adoption and professional trust 
  •  Usable capacity and consistency 
  •  Client intelligence and action 
  •  Business and human outcomes 

The episode also explores the difference between traditional workflows that track where work stands and AI workflows that help firms understand what the work requires. Lee explains why professional caution is often rational, why adoption must be included in the ROI calculation and why a powerful AI system that employees avoid may create less value than a simpler system they use every day.

Ultimately, AI should not remove professional judgment. It should reduce the preparation, administrative work and fragmented information that keep professionals from exercising that judgment.

The goal is not AI for the sake of AI.

The goal is a more intelligent, proactive and scalable firm.

See where your firm is ready — and where growth may be leaking.

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