Problem How It Works Features Founder Get Early Access
AI · Fashion · Fit Intelligence

See It
Before
It Ships.

Strata is the AI layer that shows fashion brands exactly how a garment fits — across every body, every size — before a single shoot, sample, or production run is committed to.

Get Early Access → See How It Works
AI Fit Intelligence
Pre-shoot Simulation
Body-Inclusive Modeling
Tally Integration
Zero Shoot Surprises
Real-time Rendering
SKU-level Precision
Built for DTC Brands
AI Fit Intelligence
Pre-shoot Simulation
Body-Inclusive Modeling
Tally Integration
Zero Shoot Surprises
Real-time Rendering
SKU-level Precision
Built for DTC Brands
The Problem

Fit Fails Cost You
Before You Know It.

Fashion brands commit to shoots, samples, and production runs without actually knowing how a garment will look on a real body. By the time you see the problem — it's too late, the money is spent.

"We shot 400 SKUs and half the jeans photographed terribly."
$6K
Average daily shoot cost for a mid-size DTC brand — burned whether the fit looks good or not.
30%
Online fashion return rate. Fit is the #1 driver — not style, not quality, not sizing confusion.
400+
SKUs per season for a typical mid-market brand. That's 400 chances for a fit problem to slip through unseen.
How It Works

Upload. Simulate.
Ship With Confidence.

01
Drop Your Tech Pack
Upload your garment's spec sheet — measurements, cut, fabric weight, construction details. No new software to learn. Works with what your team already makes.
02
Pick Your Body Profiles
Choose from a library of standardised virtual bodies — sizes 0 through 26, varying heights, proportions, and postures. Mix and match to mirror your actual customer base.
03
Get Fit Intelligence
Photorealistic renders arrive in under 60 seconds. Strata flags exact issues: where fabric pulls, seams roll, or waistbands gap — before a single sample is cut.
Market Reality

The Opportunity
Is Hiding In Plain Sight.

0B+
Global fashion industry market size, growing 6% year on year
Source: Statista, 2024
0%
Of all online fashion returns are attributed directly to fit issues
Source: Barclaycard Research
0M+
SME businesses in India alone that Strata's analytics layer can serve
Source: MSME Ministry of India
0s
Time to a full photorealistic fit simulation — down from 3+ days of traditional rendering
Strata Internal Benchmark
What You Get

Every SKU.
Every Body.
Every Season.

Core Feature
Body-Inclusive Simulation
Render any garment across a full size and proportion range in one click. See exactly where fit breaks — not after the shoot, but before the sample is even ordered.
Precision Layer
Fit Anomaly Flagging
Strata's AI doesn't just show you — it tells you. "Shoulder seam rolls forward on petite frames." "Waistband gaps at the back on sizes 16+." Actionable, specific, fast.
Shoot Intelligence
Pre-shoot
Model Matching
Know which body profiles to book before you call the model agency. Strata maps your garment's best angles and fits to specific body types — so your shoot brief is already done before you pick up the phone. No more on-set surprises. No more wasted day rates.
FIT
Tech Integration
Works With CLO3D & Tech Packs
Drop in your existing design files. No migration. No new workflows. Strata plugs into what your team already makes, and adds intelligence on top.
Learning Engine
Gets Smarter Every Season
Every SKU you run through Strata trains its model on your brand's specific garment patterns and real-world outcomes. After three seasons, your Strata is sharper than any competitor's starting from scratch.
AS
Founder & CEO
STRATA · AI FIT INTELLIGENCE
The Founder

Archit
Shanbhag

Archit built Strata because he watched the fashion industry make the same expensive mistake, season after season: committing money to shoots, samples, and production before ever really knowing how a garment would perform on a real body.

With a background spanning AI systems, fashion technology, and B2B product building, Archit saw that the tools to solve this problem — photorealistic rendering, garment physics simulation, body-inclusive data — had finally matured enough to bring into a single, practical product that any brand team could actually use.

Strata is his bet that the future of fashion is decided before the sample is ever cut.

AI Systems Fashion Technology B2B Product Garment Simulation DTC Brands

Stop
Guessing.
Start Knowing.

Join the waitlist. Be the first brand to ship a season without a single fit surprise.

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