Issue #18

The portfolio attribution system that tells you WHY you're making money

Most traders know their returns. Almost none know the source. This workflow decomposes your edge.

AI Finance Brief 2026-05-22 Free issue

--------|-------------|-----------|

| Market (beta) | [X]% | No — market did this |

| Sector allocation | [X]% | Yes — my sector bets |

| Stock selection | [X]% | Yes — my picks within sectors |

| Interaction | [X]% | Yes — consistency |

| TOTAL | [X]% | |


How much of my return came from SKILL vs. MARKET?


## Step 2: Identify your edge (and your leaks)

Based on the attribution analysis above, answer these questions:


MY EDGE:


MY LEAKS:


ALLOCATION EFFICIENCY:


The honest answer: Am I generating real alpha, or am I a leveraged beta play?


## Step 3: Build the improvement plan

Based on the attribution and edge analysis, create an improvement plan:


DOUBLE DOWN:


FIX THE LEAKS:


PROCESS CHANGES:


Create a scorecard I can fill out at the end of next period to track if these changes helped.


## The system in practice

**Monthly:** Run Step 1 on monthly returns. Track the attribution components over time.
**Quarterly:** Run Steps 2 and 3 for a deeper review. Adjust process.
**The insight:** Most traders who think they have an edge in stock picking actually have an edge in sector timing (or vice versa). The attribution tells you the truth.

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