FinLens
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Sample dashboard — static demo data for judges and screenshots. The FinLens Coach uses your server's ANTHROPIC_API_KEY with this sample money context (no Plaid). For a live connection, use Plaid Sandbox (fake bank + user_good / pass_good).

Your cash flow tells a story of someone who already respects automation — paycheck splits and round-ups show up in the rhythm of your month.

Where friction appears is not discipline but density: a few overlapping subscriptions and occasional food-week spikes, not structural overspending.

The next chapter is selective optimization — one lever at a time — so compounding stays boring in the best way.

A

SAVINGS RATE

86/100

Strong automatic savings vs. take-home; raises should continue to route before spend adjusts.

B

SPENDING CONTROL

74/100

Discretionary is bounded; occasional category spikes are timing, not habit.

B

INVESTMENT HABIT

71/100

Contributions exist; consider increasing by 1% when cash buffer is above target.

A

EMERGENCY BUFFER

82/100

Multiple months of essentials covered — good foundation for modest risk assets.

C

SUBSCRIPTION AWARENESS

62/100

Overlapping services detected — easy wins without touching core lifestyle.

YOUR HIGHEST LEVERAGE MOVE RIGHT NOW

Pause one subscription for 60 days

Pick the streamer or app you used least in the last month. Pause — do not cancel yet — and route that amount to savings. Revisit on day 61 with data, not guilt.

Three signals worth watching this week — grounded in your last 90 days of activity.

  • Food week variance

    Two weeks drove most of dining spend — batch cooking could smooth the line.

  • Subscription overlap

    Similar streaming tiers detected — pick a primary and pause the rest for one quarter.

  • Cash drag

    Checking balance is high vs. monthly burn — sweep excess to yield-bearing savings.

$20,521 (Net balance $20,521)

Net balance

$4,120

Monthly spend

88%

Savings rate

Food and Drink

Top category

Linked accounts and balances
AccountTypeCCYBalance
Everyday Checkingdepository · checkingUSD$8,421
High-Yield Savingsdepository · savingsUSD$12,100
Ninety-day spend totals by category
Category90-day total
Food and Drink$1,120
Shops$890
Travel$340
Entertainment$210
Transfer$0

Last 5 in view · newest first

Recent bank transactions
DateDescriptionCategoryAmount
May 28, 2025
Whole Foods Market
Food and Drink−$87
May 26, 2025
Netflix
Entertainment−$16
May 25, 2025
Direct Deposit — Employer
Transfer$3,250
May 22, 2025
Uber Trip
Travel−$24
May 20, 2025
Amazon
Shops−$63

The Optimizer

THE OPTIMIZER

  • Automates before debating
  • Optimizes categories, not people
  • Treats volatility as signal, not drama

You like systems that quietly compound — automation, round-ups, and spreadsheets that actually get opened.

You spot inefficiencies before they become leaks.

Analysis can crowd out quick wins that are good enough.

Pick one category this month and only optimize that — ignore the rest.

Swipe to see more

Easy

The 48-hour cart

3 min

Non-essential purchases over a threshold wait two days.

Medium

Subscription audit

5 min

List every recurring charge.

Hard

Raise routing

6 min

When income bumps, send 50% of the net increase to savings before spending adjusts.