| name | segment-client-profitability |
| description | Segment clients by revenue net of cost-to-serve and find breakeven AUM — not AUM alone. Reach for this on a client-value question. |
Skill: Segment client profitability
AUM rank and profitability rank are different lists (§3 #2).
Step 1 — Pull revenue per client
Effective fee × AUM per client.
Step 2 — Estimate cost-to-serve
Service intensity by client/segment.
Step 3 — Compute margin and breakeven
Revenue − cost; breakeven AUM via riaops_calc.py client-profitability (§3 #2).
Step 4 — Re-segment
Rank by profit, not AUM; act on the unprofitable tail (§3 #2).
Output
A profitability segmentation with breakeven AUM. Traverse Tree 2 in the decision-trees file.