In-store smart mirror · Patent application published

The mirror is now the fitting room.

A shopper steps up to the XRvive mirror. It builds their 3D body from an ordinary camera, drapes the garment with real fabric behaviour, and answers the one question that matters: will it fit? No undressing, no queue, no app.

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  • PROCESSED IN THE MIRROR
  • NO MARKERS · NO SCANNER
  • JUST WALK UP
CHEST94.0 cm WAIST71.2 cm HIP98.5 cm

Try the mirror · demo

Fit Score · Linen shirt · M

94/100TRUE FIT
ShouldersTRUE
ChestTRUE
WaistLOOSE
LengthTRUE

Garment

Size

Best size for this body.

Illustrative demo. Not a real shopper.

The problem

The trial room hasn’t changed in a century.

Queues, hangers, undressing — shoppers give up after a few outfits and still guess their size. Every wrong guess becomes a lost sale, an exchange or a return.

The queue

Trial rooms are the bottleneck

On busy days the trial room decides how many garments a shopper can try. Long waits mean fewer items tried and more shoppers walking out.

The guess

Sizes don’t mean the same thing

A 38 in one brand is a 40 in another. Shoppers carry two sizes in, staff can’t size every body on the floor, and the doubt follows them home.

The return

24.4%

of apparel bought online in the US is sent back — and size or fit is the most-cited reason. In-store and online shoppers share the same sizing problem.

Online apparel return rate and leading return reason: Coresight Research, 2023 survey of US apparel brands and retailers.

How it works

From a glance to a true fit, in four steps.

  1. STEP 01

    Step up to the mirror

    A full-length mirror with an ordinary camera reads the shopper over a few frames. No scanner, no markers, no special clothing.

  2. STEP 02

    Builds a 3D body

    A parametric 3D body model is fitted and self-calibrated into real measurements — shoulders, chest, waist, hip, length.

  3. STEP 03

    Drapes the garment

    The garment’s pattern is simulated with its fabric’s properties, so silk flows and denim holds — then shown on the shopper’s reflection.

  4. STEP 04

    Gives a Fit Score

    One clear 0–100 number per size, with zone-by-zone detail: loose, true or tight. The right size, without the trial room.

The Fit Score

One honest number, before they buy.

Each size is scored against the shopper’s measured body, zone by zone, so the mirror can show where a garment pulls and where it hangs — not just whether it “looks right”.

ShouldersTRUE
ChestTRUE
WaistLOOSE
LengthTRUE

Illustrative example. Values shown are not from a real shopper.

The experience

What the shopper sees, screen by screen.

A walk-up flow with nothing to install and nothing for staff to operate. Choose a step to see the mirror screen.

Step in to begin

See the real fit.

Try anything on the rack — no changing room, no guessing your size.

For retailers

Built for the shop floor, measured on the till.

XRvive is sold to stores, malls and brand outlets. It earns its place on the floor by moving the numbers a retailer already tracks.

Queues

Lighter trial rooms

Shoppers settle fit on the floor and use the trial room for the final choice.

Sizing

Right size, first time

A Fit Score and a size recommendation for every garment, so fewer exchanges and fit-related returns.

Discovery

More of the rack, tried

Switching outfits on the mirror is quicker than changing clothes, so shoppers explore further.

Insight

Floor-level fit data

Which garments are tried, which sizes fit, where shoppers drop off — aggregated, with no images kept.

How retailers buy it

01 · The mirror

Buy or lease

A full-length smart mirror, installed on your floor.

  • One-time purchase per mirror
  • Or a lease that lowers the cost of entry

02 · The software

Per-mirror subscription

Everything that keeps the mirror current.

  • Fit engine updates
  • Onboarding of your garments and fabrics
  • Store fit analytics

Start here · Pilot

One mirror, one store

We install a mirror in one of your stores and onboard a capsule of your own garments. Together we measure trial-room load, items tried and fit-related returns on real footfall before any rollout.

ASK ABOUT A PILOT

Privacy & technology

Built like a tailor, engineered like a lab.

The whole pipeline runs on the mirror’s own computer. That keeps it fast enough to feel like a reflection — and keeps shoppers’ images inside the store.

INSIDE THE MIRROR

  1. Capture

    Standard optical camera, several frames. Markerless.

  2. Body model

    Parametric 3D body, self-calibrated into real measurements.

  3. Drape

    Pattern-based garments deformed with real fabric mechanics.

  4. Compose

    AR overlay with depth occlusion — arms pass in front of the garment.

  5. Fit Score

    Normalised garment-to-body match, per size and per zone.

Primary processing stays in the mirror · no cloud upload of shopper images

Company & patent

A published patent on the hard part.

XRvive is an early-stage Indian venture from Pune, building the smart mirror around its own patent-pending technology. For investors and partners, here is where we stand.

INDIAN PATENT APPLICATION

No. 202621019394 A

“System and Method for Automated Three-Dimensional Garment Visualization with Dynamic Body Parameterization and Material Responsive Mesh Adaptation”

Filed
19 February 2026
Published
3 April 2026 · Patent Office Journal No. 14/2026
Class
G06T 19/00 · 10 claims
Inventors
Dr. Fatima Inamdar · Hrishikesh Mehta
  1. NOW

    Patent published, prototype in build

    Fit engine, mirror hardware and the full shopper flow.

  2. NEXT

    First pilot store

    Measure trial-room load, items tried and fit returns on real footfall.

  3. THEN

    Multi-store rollout

    Repeatable installation and garment onboarding across a retail chain.

Why now · global

US$15B → 48B

Projected global virtual try-on market, 2025 to 2030 — about 26% growth a year.

Source: Mordor Intelligence.

Why now · India

~US$18B

Apparel segment of India’s online fashion retail market in 2024. The market is forecast to grow about 21% a year to 2030.

Source: Technavio.

The team

Dr. Fatima Inamdar

Founder & CEO · co-inventor

Hrishikesh Mehta

CTO, Technology & Product · co-inventor

Pavan More

COO, Business Development

INVESTOR & PARTNER ENQUIRIES

FAQ

Questions retailers ask first.

See it live

Step in front of the mirror.

Book a live demo for your store, or ask about a pilot. Tell us your store, city and number of outlets and we will get back to you.

BOOK A DEMO INVESTORS & PARTNERS

or write to info@xrvive.com