Sections
Overview01 Research & Discovery02 Design Language03 Goals & Alignment04 Spending Intelligence05 AI Assistant06 Onboarding07 Trust & Transparency08 Reflection09

GOALS-DRIVEN
FINANCE
money, anchored to your life

A mobile finance companion that reframes money around the life you're building, not the accounts you happen to hold. Transparent AI turns everyday spending into goal impact, with compassion in place of shame.

Role
Lead Product Designer
Scope
Research → Prototype
Platform
iOS (mobile)
Stack
Claude · Cursor · GitHub
Year
2026
Goals dashboard with alignment score
01 · Project Overview

FROM ACCOUNT-FIRST TO life-first finance

Most adults have capable financial tools, yet financial anxiety is at record highs. The root cause is a structural mismatch: finance is presented as accounts and balances, but people think in goals, the people they love, and the milestones they fear missing. Translating a $145 grocery bill into a position on a 30-year retirement trajectory is exhausting work the user is left to do alone.

I used this concept to explore a different spine: what if every screen, transaction, and nudge was rendered through the lens of the life someone said they wanted? I led it end-to-end, synthesizing research into a comprehensive PRD, defining the IA and visual system, then building a working, navigable iOS prototype with an AI-assisted toolchain.

MY ROLE
End-to-end ownership: research, IA, interaction & visual design
Market & competitive analysis across five PFM archetypes
Authored a comprehensive PRD, vision, personas, AI spec, regulatory framing
Defined the design language and the Goal Alignment Score model
Built the high-fidelity, clickable prototype end-to-end
TOOLS & METHOD
Research synthesis & PRDClaude
Prototype build & iterationCursor + Claude
Versioning & handoffGitHub
FidelityFunctional iOS app
DataSynthetic personas
0
U.S. adults in the addressable market (TAM)
MARKET SIZING
0
Serviceable market earning $40K–$250K
SAM
0
Incumbent PFM archetypes benchmarked
COMPETITIVE SCOPE
0
Financial accounts the average person juggles
USER REALITY
FIGURES ARE DESK-RESEARCH ESTIMATES FRAMING A CONCEPT, NOT VALIDATED PRODUCT METRICS.
02 · Research & Discovery

UNDERSTANDING THE money–life gap

Before a single screen, I mapped why a decade of personal-finance tools left the same need unmet. Five gaps surfaced repeatedly, and each became a design constraint rather than a feature request.

GAP 01
No single story
People hold 3–7 accounts; every app shows a slice. The user is left as the integrator.
GAP 02
Backward-looking
Tools report what you spent. The question people actually ask is forward: what does this mean for what I want?
GAP 03
Shame as default
Deficit framing ("you overspent by $80") drives avoidance. People want to be treated as adults making trade-offs.
GAP 04
Investing fear
Most users don't want to pick stocks. They want to know if what they hold matches what they're trying to achieve.
GAP 05
Opaque automation
AI nudges are everywhere; their reasoning rarely is. People accept guidance only when they understand its basis.
THE OPENING
Timing
Open Banking (CFPB §1033), cheap explainable AI, and Mint's 2024 sunset created a rare moment of consumer willingness to switch.

"Translating a $145 grocery bill into a position on a 30-year retirement trajectory is work most people can't do, and the few who can find it exhausting. The product's whole job is to do that translation, in public, every day."

WHERE THIS CONCEPT WINS

Each strength exists in some competitor, but none integrates all of them. The white space is the intersection: unified aggregation, explainable AI, and goal-mapped investing in one compassionate product.

ProductUnified viewGoal-anchoredExplainable AISpend ↔ InvestCompassionFree tier
Monarch◐ sidebar◐ tracking
YNAB◐ envelopes✗ rigid
Empower◐ abstract◐ invest-led◐ advisor upsell
Copilot◐ narrow◐ ML categorize✗ iOS only
Rocket Money✗ "cancel"
This conceptGOALS-DRIVEN ✓ the spine✓ every nudge✓ continuous✓ by design
THREE PEOPLE THE PRODUCT IS FOR
Sarah29
The Aspiring Homeowner

Disciplined and organized, but anxious about whether her plan is "enough."

Anti-goal

A budget that tells her she can't have lattes.

Marcus38
The Values-Conscious Spender

Two kids; comfortable but feels his money "leaks." Wants to spend with intention.

Anti-goal

Lectures, or a tool that frames everything as a problem.

Jordan47
The Hands-Off Investor

$850K invested across many accounts. Successful but cognitively overloaded.

Anti-goal

Another dashboard that adds work instead of removing it.

03 · Design Language

A CALM SYSTEM FOR A tense subject

Money is emotional. The system is deliberately quiet: a warm, paper-like canvas for everyday surfaces, deep navy reserved for moments that carry weight, and a single trustworthy teal for action. Type is humanist and legible; numbers are tabular so they never jitter as they update.

TWO-TONE SURFACE STRATEGY

A warm sand canvas carries daily, low-stakes browsing, goals, transactions, progress. Deep navy is rationed for emphasis: the "Next Best Action," net-worth reveals, and projections. The colour itself signals "this matters" before a word is read.

Semantic colour is strict: green means aligned, amber means drifting, never decorative. Alignment shows as a coloured dot readable in peripheral vision, no label required.

NAVIGATION ARCHITECTURE

Five persistent tabs, ordered by life logic: Goals first (your life), Money second (flows), Invest third (the future), then Alerts and Profile. The system itself comes last.

5
Persistent tabs, no hidden menus
1
Most-recommended action per surface
Canvas
#FAF7F2
Emphasis navy
#0F2A4A
Action teal
#0d5350
Aligned / Drift
Semantic
PRIMARY · DM SANS
Money that means something
Humanist, friendly, highly legible at small sizes.
NUMERIC · DM MONO
$248,600 · 74
Tabular figures so amounts never shift on update.
Goals dashboard
Goals, daily canvas
Money tab
Money, guided accounts
Invest tab
Invest, mindful portfolio
04 · Goals & Alignment

ONE NUMBER FOR "am I on track?"

The dashboard's headline isn't a balance, it's the Goal Alignment Score, a single interpretable read on whether today's behaviour serves tomorrow's goals. It's a composite, and tapping it reveals exactly how it's built. Below it, goals are cards; beneath them, one contextual next action.

Goal dashboard with alignment score 74
HOW THE SCORE IS COMPOSED
Savings Rate Consistencyweight 30%
Spending Alignmentweight 30%
Investment Fitweight 20%
Debt Trajectoryweight 20%

The score is never a black box. Every component is visible, weighted, and explained, turning an abstract "wellbeing" feeling into something a user can actually act on.

Goals as cards

Each goal shows progress, target date, and a plain-language status pill, On Track, Ahead, Slightly Behind, instead of raw percentages alone.

Next Best Action

One recommended move, "save $200 more to reach your home goal 8 months sooner", paired with a "Why?" that shows the arithmetic.

Detail & scenarios

A goal opens to contribution history, conservative/expected/optimistic projections, and inline editing of target, date, and linked accounts.

Goal detail with projections
Goal detail, history, scenarios, inline edit
05 · Spending Intelligence

EVERY TRANSACTION, rendered through your goals

This is the heart of the bet: spending and investing as one continuous narrative. Tap any transaction and it doesn't just show a category, it shows the trade-off. An $88 dinner becomes "42 days later on your home goal," with the math one tap away and a path to recover it.

Money tab with category pace
Pace bars, spend vs. aligned
Category drilldown
Drill into a category
Transaction goal impact
Transaction → goal impact
ALIGNMENT, NOT BUDGET
Dots, not deficits

Each transaction carries a quiet alignment dot, aligned, neutral, out-of-sync. No red overspend banners; the user defines what "aligned" means.

PACE OVER LIMITS
Trending, not policing

Category bars compare spend to a goal-aligned pace, not a hard cap, "Dining is 24% above pace, shifting your timeline ~6 weeks."

RECOVERY, NOT GUILT
Always a way back

Drift always comes with a concrete, low-effort path to recover the time, closing the loop the moment anxiety would otherwise start.

06 · AI Assistant

GUIDANCE YOU CAN interrogate

AI is the category claim, and the biggest risk. The rule I designed against: every nudge surfaces its reasoning. The conversational assistant is grounded in the user's own data, opens with the questions people actually have, and is bounded by a strict information-not-advice line.

AI financial guidance chat
CAPABILITY MAP
Transaction categorization≥92% top-1
Predictive guidance enginerule + LLM
Goal projectionMonte Carlo
Goal Alignment Scorecomposite
Subscription & anomaly detectionpattern
Conversational guidanceLLM + retrieval
ℹ️

Information, not advice. The assistant explains, projects, and educates, it never issues personalized buy/sell recommendations. The line is a trust moat, not a limitation.

07 · Onboarding

EARNING TRUST IN eight screens

Onboarding does double duty: it teaches the product's worldview and earns permission to connect a person's financial life. It opens with values, show the math, no shame, before ever asking to link an account, and ends with a first dashboard that already reflects the user.

Welcome screen
01 · VALUE
Money that means something
Compassion screen
03 · TONE
No shame, ever
Account linking
06 · CONNECT
Read-only, §1033
Dashboard reveal
08 · REVEAL
Your dashboard, ready
Values before asks

The first three screens sell the philosophy, connection, transparency, compassion, so linking an account feels earned, not extracted.

Trust signals at the ask

The linking screen states it plainly: 256-bit encryption, read-only access, CFPB §1033 compliant, surfaced exactly when hesitation peaks.

A payoff, not a form

It closes on a populated dashboard with an animated net-worth reveal, the value is felt before the work of daily use begins.

08 · Trust & Transparency

THE "Why?" PATTERN

A repeating component anchors the whole product: anywhere a number, projection, or nudge appears, a "Why?" reveals the plain-language arithmetic behind it. Trust isn't a marketing claim here, it's a UI pattern, applied consistently, and backed by a set of principles that break ties when decisions conflict.

Why explanation on a transaction
"Why?" on every goal impact
PRINCIPLES THAT BREAK TIES
01
Goals are the spine
Every screen renders state through the user's goals.
02
Show the math
Every projection surfaces its reasoning in plain language.
03
Compassion over shame
No deficit framing, no streaks that punish breakage.
04
Information, not advice
Guidance and education, never personalized advice unlicensed.
05
Privacy is a product
Users see what data we hold, why, and can revoke it easily.
06
Inclusive by default
WCAG 2.2 AA and plain-language financial vocabulary throughout.
OTHER APPS

"You overspent by $140 this month."

THIS APP

"Dining is trending high. At this pace your home goal shifts ~6 weeks. Here's the math, and an easy way to recover it."

Live · Interactive Prototype

TRY THE working build

A fully interactive prototype of the app, tap through goals, spending intelligence, the AI assistant, and onboarding. It runs live, right here.

Open prototype in a new tab
Version Showcase Editorial