Risk judgment and audit opinions
Accountant · Auditor
“Risk judgment and audit opinions” (Accountant) is projected to see AI enter in 2030 and be largely replaced by 2038.
AI enters
2030
Largely replaced
2038
Replacement progress
0%
Technology / key factor
Carries legal liability
What this task is
Assessing a company's risk of material misstatement and fraud, then forming and signing the audit opinion that investors, lenders and regulators rely on when they evaluate the business.
How AI replaces it
Audit opinions are signed by licensed accountants who carry legal liability, and regulations require human professional judgment, which is the main barrier. Large-scale AI support is expected from 2030, with broad replacement around 2038.
What stays human
Partners and managers keep making the key calls and bear the legal responsibility, using AI risk scores and evidence summaries to inform and speed up their professional judgment.