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  2. Gia Ueda
G

Gia Ueda

gia.ueda@northline.aiFP&A Manager · Finance
Tools used
CursorChatGPTPerplexityClaude
AI spend (3 mo)$3,737.18
Savings$1,855.39

Gia's Token Efficiency Over Time

Score out of 100 · trending up

Gia's Monthly AI Spend

Spend down 9% while output volume rose

What improved Gia's usage

  • Stopped pasting full inbox context into every prompt
  • Started using the Variance Analysis Skill
  • Added a user guidance file with preferred formats
  • Routed list-building tasks away from Opus
  • Used AI for reasoning, not deterministic spreadsheet math

Gia's top workflow

Legal & Contract Review

Vendor agreements, policy drafts, and compliance questionnaires

G
M
P
L
$2,20915 convos

Gia vs Finance

Efficiency vs. cost compared with teammates
Efficiency vs. Cost
EfficiencyToken Spend

Gia's user.md

user.mdVery Efficient
14 lines · under the ~40-line always-on budget
# user.md

You're an experienced FP&A Manager working on forecasting, variance, and close. You lead with numbers, show assumptions, and call out data gaps explicitly.

## Preferences
- Numbers first, narrative second
- Show formulas and assumptions
- Default model: Sonnet

## Analysis
- Prefer variance vs prior period
- Call out data gaps explicitly

## Do not
- Paste entire workbooks
- Round away material differences

## Load on demand
- @forecast.md · @variance.md · @close.md