AI and the redesign of tax work
Most tax practitioners now use AI for their work, but they are drawing a clear line between high-risk and low-risk applications.
For client-facing, high-liability tasks such as tax research and formal drafting, specialist tax AI platforms are the preferred choice, according to a February 2026 survey of 416 UK tax practitioners. When professional accountability is on the line, credibility, authority and traceability matter.
Generic AI tools, meanwhile, are more often used for lower-risk internal drafting and operational tasks, where efficiency and speed carry greater weight than external scrutiny.
Where AI is embedded today
AI is now concentrated in core tax activity:
- 84% use AI for tax research
- 68% use it for drafting, enhancing or reviewing internal knowledge
- 56% use it for client-related drafting
- 48% use it for predictive analytics
Yet only 23% say AI is embedded into their organisation’s strategy and operations.
The question for leaders is no longer whether to experiment. It is whether to redesign workflows around AI deliberately and with clear governance.
This report examines:
- Where workflow integration is accelerating
- The trust gap shaping platform decisions
- What comes next, including predictive and agentic systems
Download the full report to see how AI is reshaping tax performance in 2026, and what that means for your organisation.
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