6 min read
06/12/2026
Will AI Replace Accountants
Will AI Replace Accountants
Sample calculation:
Technical exposure (TRS)
7.25
avg of exposure metrics
Structural buffer (DAM)
0.60
protection multiplier
ARI score
4.35 Moderate risk
out of 10
Technical exposure — feeds into risk directly
Task structure
Mix of routine boilerplate and novel problem solving
5
Cognitive demand type
Debugging and architecture require real judgment
6
Data availability
Code is the most structured, digitised data that exists
9
Economic incentive
Extremely well paid — massive automation incentive
9
Structural buffers — dampen the final score
Physical embodiment
Fully desk based — no physical protection
1
Social complexity
Some collaboration but not the core value
4
Regulatory barriers
Almost no licensing or liability barriers
2
Domain change rate
Fastest moving field — AI models constantly lag behind
9
TRS = (5 + 6 + 9 + 9) / 4 = 7.25 | DAM = 1 − (1 + 4 + 2 + 9) / 40 = 0.60 | ARI = 7.25 × 0.60 = 4.35
