The Fashion Intelligence Layer

Know what
lasts.

An independent data platform that tells resale platforms, investors, and buyers what any fashion item is actually worth — before they make a decision.

Integrity Score
The Row —
Margaux 15
84
/ 100
Investment Grade
Scroll
Toteme — Resale Retention
+82%
The Row — Cost Per Wear
$0.80
Khaite — Brand Trajectory
↑ Rising
Bottega Veneta — Resale Retention
+76%
Zara — Cost Per Wear
$4.20
Lemaire — Brand Trajectory
↑ Rising
Aesther Ekme — Depreciation
-18%/yr
Loro Piana — Resale Retention
+91%
Acne Studios — Trend Longevity
6yr signal
Toteme — Resale Retention
+82%
The Row — Cost Per Wear
$0.80
Khaite — Brand Trajectory
↑ Rising
Bottega Veneta — Resale Retention
+76%
Zara — Cost Per Wear
$4.20
Lemaire — Brand Trajectory
↑ Rising
Aesther Ekme — Depreciation
-18%/yr
Loro Piana — Resale Retention
+91%
Acne Studios — Trend Longevity
6yr signal
84 / 100 Loro Piana Cashmere Coat
91 / 100
Zara Wide Leg Trousers
31 / 100
Toteme Signature Scarf
78 / 100
Acne Studios Blazer
82 / 100
H&M Trend Top
22 / 100
Khaite Benny Sweater
87 / 100
Aesther Ekme Demi Lune
85 / 100
Lemaire Soft Game Bag
88 / 100
The Row — Margaux
84 / 100
Loro Piana Cashmere Coat
91 / 100
Zara Wide Leg Trousers
31 / 100
Toteme Signature Scarf
78 / 100
Acne Studios Blazer
82 / 100
H&M Trend Top
22 / 100
Khaite Benny Sweater
87 / 100
Aesther Ekme Demi Lune
85 / 100
Lemaire Soft Game Bag
88 / 100
The Problem
Fashion is a broken
information market.

When a resale platform prices a $600 coat, or a fashion VC evaluates an emerging brand — they have nothing but gut feel and brand reputation. That information asymmetry costs real money. Patina fixes it.

"The global resale market will reach $367B by 2029. The platforms, investors, and buyers who trade fashion are making billion-dollar decisions with no independent data layer. That is the problem Patina solves."
Fast Fashion

Pricing Without Intelligence

Resale platforms price on brand recognition and condition alone — not resale trajectory or material quality. A genuinely excellent emerging brand gets priced like mid-market. Patina surfaces the data that changes that.

Mid-Market

The Emerging Brand Problem

Fashion VCs and department store buyers evaluate emerging brands with no objective quality data. Editorial opinion and sales rep relationships drive decisions worth millions. Patina gives them an independent signal.

Resale Platforms

Pricing Without Intelligence

Resale platforms price on brand recognition and condition — not intrinsic quality or future value trajectory. A genuinely excellent emerging brand gets priced like mid-market. A declining heritage brand gets priced like gold.

Investors & Buyers

No Quantified Quality Signal

Fashion VCs and department store buyers rely on editorial opinion to evaluate emerging brands. There is no data product that tells them which brand will be the next Khaite — before everyone else figures it out.

Quality cannot be
manufactured.
But it can be measured.
The Score in Action
The same item.
Two very different resale trajectories.

Every data point is independently sourced from public market data. Brands cannot influence their Integrity Score through marketing investment or brand positioning.

The Row Margaux Bag
The Row
Margaux 15 · $1,490
Investment Grade
The Row — Margaux 15 Bag
$1,490 · Handbags · Neutral Leather
84
Investment Grade
True Cost −$149
3yr Resale 110%
Cost / Wear $3.20
$3.20
Cost/Wear
110%
3yr Resale
Low
Trend Risk
Material
85
Longevity
88
Resale
92
Ethics
72
Fast Fashion Bag
Fast Fashion
Trending Crossbody · $190
Fast Fashion Tier
Trending Crossbody — Fast Fashion
$190 · Handbags · Synthetic Leather
38
Skip
True Cost +$181
3yr Resale 5%
Cost / Wear $14.60
$14.60
Cost/Wear
5%
3yr Resale
High
Trend Risk
Material
32
Longevity
28
Resale
18
Ethics
42
How It Works
Three steps.
One number.
01

Submit a Request

Submit a brand, item, or product category. The Patina engine activates — pulling from public market data sources entirely independent of brand marketing.

02

Data Analysis

The system pulls Digital Product Passports, analyses construction from high-resolution imagery via computer vision, cross-references fabric composition against quality databases, and maps historical resale price curves.

03

Intelligence Delivered

A single Integrity Score out of 100. Plus resale depreciation curve, 3-year value projection, trend longevity signal, and ethics certification status. Delivered privately. No brand opinion. Just data.

Live Score Preview — The Row Margaux 15
84
/ 100 · Investment Grade Signal
True Cost −$149
3yr Resale 110%
Cost / Wear $3.20
Trend Risk Low
Material 85 / 100
Resale Index 92 / 100
The Scoring Framework
Four pillars.
Zero brand input.

Every source is independently verifiable. Brands cannot game their score through marketing investment or lobbying.

30%

Material & Construction

Fabric composition, stitch density via CV analysis, hardware quality, country of origin. Legally required disclosure — brands cannot manipulate it.

Label databases · CV imagery · Supply chain registries
25%

Longevity & Durability

Projected wear cycles, colorfastness, trend half-life modelled via Google Trends and runway data, repairability index, pilling score.

Textile databases · Trend APIs · Runway archives
25%

Resale & Asset Value

Historical price retention by brand, item, and colorway. Secondary market liquidity. 3-year projected value via depreciation curve modelling.

eBay · Depop · Vestiaire · The RealReal
20%

Ethics & Sustainability

Supply chain transparency, labor certifications, carbon footprint per wear. Lowest weight — the most gameable pillar carries the least influence.

Good On You API · Fashion Transparency Index
Who We Serve
Intelligence for the
businesses that trade fashion.

Patina delivers private Integrity Score reports and API access to resale platforms, fashion investors, and department store buyers. Every data point is publicly verifiable. Pricing on request.

The Market Opportunity

"The global resale market reaches $367B by 2029. Platforms, investors, and buyers are making billion-dollar decisions with no independent data layer."

Priority Buyer 01

Resale Platforms

The RealReal, Vestiaire, Rebag, Depop. Item-level scoring reduces authentication costs and improves pricing accuracy — with a direct, measurable ROI from day one.

Request a report →
Priority Buyer 02

Fashion VCs & Family Offices

Need quantified quality due diligence when evaluating emerging brand investments. No tool currently provides this. Brand Emergence Signal reports delivered quarterly.

Request a report →
Priority Buyer 03

Department Store Buyers

Nordstrom, Net-a-Porter, Selfridges. Identifies which emerging brands to stock before they become expensive to carry and before editorial opinion catches up.

Request a report →
The Data Product
Bloomberg
for fashion.

An independent scoring engine built entirely from publicly verifiable market data. Delivered privately to the platforms, investors, and buyers who need it.

Resale Depreciation Curves — live price tracking across The RealReal, Vestiaire, and eBay mapped into a clear depreciation signal. Updated weekly.
Brand Emergence Signal — identifies which emerging brands have the material quality and resale trajectory to become the next Khaite before the market catches up.
Private Data Licensing — scores and reports delivered under a data licensing agreement to resale platforms, fashion VCs, and department store buyers. Never published publicly.
Intelligence Dashboard
$7,228
Est. Portfolio Value
Item Paid Score 90d Δ Signal
Loro Piana — Cashmere Coat $3,20091 +12% Hold
The Row — Margaux Bag $1,49092 +8% Hold
Toteme — Signature Scarf $32078 −2% Hold
Zara — Wide Leg Trousers $4531 −68% Sell Now
H&M — Trend Top $2522 −85% Sell Now
Why Patina Exists

A conversation.
An idea that wouldn't leave.

Patina started from a conversation — the kind that kept happening. Friends talking about how clothing is either way too expensive with questionable quality, or cheap and completely hit or miss. Nobody could ever really know what they were getting.

What if you could know? What if you could see the actual composition and material quality before spending the money — or decide not to at all? Being more money-conscious, reducing overconsumption, making fewer but better decisions. That idea came up again and again.

Then came a line from a book about Carolyn Bessette-Kennedy — a friend remembering that good clothing doesn't need to be expensive. It's about the fabric, the construction, the longevity. It confirmed everything.

Fast fashion — Zara, H&M, Shein — trend pieces built on underpaid labour, appalling factory conditions, garments that fall apart in weeks. Luxury fashion priced so far out of reach that quality becomes inaccessible. Nobody is telling the truth about what things are worth. Patina does.

Calvin Klein - Is good taste expensive taste?
Watch on YouTube
Calvin Klein · on quality, craft, and what clothing is really worth

"Just because you have money and can afford expensive clothes doesn't mean that you have taste."

— Calvin Klein
Money-conscious Less overconsumption Fast fashion Luxury opacity Worker exploitation
Riya Pradhan
Riya Pradhan
Founder · Georgetown MSBA 2027

Riya's work sits at the intersection of finance, economics, AI, and sustainability — and she's been thinking about how those fields converge long before Patina existed. Trained in Economics, Public Policy, and Environmental Science, she's drawn to the questions that live between disciplines: how markets fail, why information asymmetry persists, and what it costs us — financially and environmentally — when it does.

Fashion became the clearest expression of all of it. Overconsumption driven by bad information. Sustainability claims that can't be verified. Quality that's impossible to quantify. She built AlphaKnaut — a Federal Reserve policy impact tool — to understand how AI can surface financial intelligence from complex data. Patina applies the same thinking to a problem closer to home.

Patina is the platform she and her friends wished had existed.

Georgetown MSBA — AI & data analytics, 2027
University of Toronto — Economics, Public Policy & Environmental Science, 2026
AlphaKnaut — Full-stack financial intelligence tool, built independently
The problem she lives — Years without an objective quality signal at accessible prices
$367B
Resale market by 2029
64%
Shoppers traded down 2024
0
Tools like this exist today
Fashion editorial
Quality reveals itself over time. Patina · 2026
"Fashion is one of the last major asset classes with no independent data layer. Bloomberg for stocks. Carfax for cars. Nothing for fashion — until now."
— The founding thesis · Patina · 2026
Get in
early.

Patina is in development. Launching first at Georgetown, Fall 2026. B2B partners and early access requests welcome — join the waitlist and we will be in touch.

Patina · B2B Intelligence · Fall 2026
Know what lasts. · patina.app
No spam. No marketing. First access when we launch.
R
A
M
+
Georgetown launch · Fall 2026 · patina.app