AI Body Measurement Infrastructure

Two Photos.
Six Measurements.
Under Five Seconds.

Dorjee turns an ordinary smartphone into a tailor's tape measure. Guided front and side photos, a credit card for scale, and a proprietary computer-vision pipeline that runs entirely on the device.

6+Measurements
<5sPer Scan
On-DeviceNo Cloud Upload
India + UAELive Markets
FRONT PHOTO
Real Human Model Front Scan SHOULDER CHEST WAIST HIP
SIDE PHOTO
Real Human Model Side Scan INSEAM
TWO PHOTO SCAN — Front & Side Input
AI MEASUREMENT OUTPUT <5s INFERENCE
Shoulder:42.1cm
Hip:91.4cm
Chest:94.0cm
Sleeve:60.7cm
Waist:82.3cm
Size:M
What Makes Dorjee Different

Built for South Asian Bodies & Garments

Most measurement models were trained somewhere else, on someone else, for a different wardrobe. Dorjee is the first system built from the ground up for this market.

0.0s CLOUD

On-Device Inference

The entire AI pipeline executes directly on the smartphone CPU/NPU. Zero raw photos ever leave the device. 100% data privacy & offline capability.

< 5s SPEED

Under Five Seconds

From two guided smartphone photos to six precise tailoring measurements in under 5 seconds — faster than any specialist with a manual measuring tape.

6 LANDMARKS

Six Key Measurements

Shoulder, chest, waist, hip, sleeve, and inseam returned in millimetre accuracy alongside a recommended garment size for any catalogue.

ETHNIC V1

Ethnic Garment Schema

Blouse, kurta, lehenga, and salwar — tailored for measurements Western size charts ignore. Our schema has no off-the-shelf equivalent.

KIDS OK

Children's Sizing

Measuring growing children is a stated limitation for legacy vendors. Dorjee natively handles pediatric proportions for school uniform distribution.

SDK + REST

Single API Integration

REST API plus native iOS and Android SDKs. One single integration call powers uniform suppliers, custom tailoring, fashion retail, and fitness.

CORPORATE INFRASTRUCTURE VERIFIED STARTUP
Entity Name Autonom Intelli Data Tags Pvt. Ltd.
Brand Engine Dorjee AI Measurement System
CIN Identifier U62099WB2025PTC281570
Government Status DPIIT Recognized Startup
Headquarters Kolkata, WB 700031 (India)
Core Verticals Uniforms • Tailoring • Retail
About Dorjee

Registered, Recognised, and Building Global AI Infrastructure

Dorjee is the proprietary AI body measurement engine developed by Autonom Intelli Data Tags Private Limited — a DPIIT-recognised technology startup built from the ground up for South Asian body anatomies and garment schemas.

Headquartered in Kolkata, West Bengal

Registered at Dhakuria, Kolkata 700031 (West Bengal, India). CIN: U62099WB2025PTC281570.

India + UAE Operational Footprint

Simultaneously deploying enterprise pilots across India and the United Arab Emirates — the two largest South Asian apparel hubs.

Executive Leadership Team

Founded by Ranjan Chakraborty, Avijit Sinha Roy, and Chinmoy Das — combining deep expertise in Computer Vision, AI Data Infrastructure, and Enterprise Scale.

STEP BY STEP PROCESS

We Complete Every Step Carefully

From guided photo capture to instant 3D computer vision inference and enterprise SDK integration.

01

Alignment

Real-time posture alignment reticles with a credit card frame reference for precise 3D scaling.

02

Capture

Two guided smartphone photos (Front & Side) taken in under 5 seconds — 100% on-device & offline.

03

Segmentation

On-device neural network instantly isolates body silhouette from complex background noise.

04

3D Geometry

Spatial computer vision pipeline computes 3D skeletal landmark coordinates across shoulders, waist & hips.

05

Measurement Output

Shoulder, chest, waist, hip, sleeve & inseam returned in millimetres with recommended garment size.

06

API & SDK Integration

Native iOS & Android SDKs + REST API power uniform suppliers, custom tailoring & retail e-commerce.

ON-DEVICE INFERENCE
ZERO RAW PHOTOS LEAVE DEVICE
100% OFFLINE CAPABLE
LOCAL DATA RESIDENCY COMPLIANT
One Engine, Six Verticals

Anywhere a Garment Has to Fit a Body

The measurement engine is horizontal infrastructure. The same pipeline serves a school in Kolkata, a uniform manufacturer in Dubai and a fashion platform anywhere in the world.

01
India + UAE

School Uniforms

Measure an entire cohort without a fitting day. Bulk ordering, school-specific catalogues and a parent-facing app.

02
Airlines · Hospitals · Hotels

Corporate Uniforms

Digitise sizing and procurement for thousands of staff across sites, with a white-label option for enterprise.

03
Global

Fashion E-Commerce

A size-recommendation layer that cuts returns caused by wrong sizing — the single largest cost in online apparel.

04
India

Online Tailoring

Independent tailors capture measurements digitally instead of on paper, and keep a customer record that persists.

05
Health & Wellness

Fitness & Body Analytics

Repeatable body measurement for progress tracking, without a clinic visit or specialist equipment.

06
Developer Platform

Measurement as an API

Any platform that needs a body size can call one endpoint. Pay per scan, with a free tier to build against.

Partner Network

Four Ways to Work with Dorjee

Whether you write code, run a school, manufacture uniforms or procure them at scale, there is a route in.

For Developers & Platforms

API and SDK

Integrate measurement into an existing product. A single call returns structured body data; the native SDKs run inference on-device.

  • REST API, plus Android and iOS SDKs
  • Free tier to build and test against
  • Pay-per-scan pricing as you grow
  • Confidence scores and analytics
For Schools & Institutions

Uniform Portal

Replace the fitting day and the vendor spreadsheet. Parents measure at home; the school sees one dashboard.

  • School-specific uniform catalogue
  • Bulk order and status tracking
  • Parent communications built in
  • No inventory to hold or manage
For Tailors & Manufacturers

Tailor Tools

Digital measurement capture and a customer record that survives past the last order, replacing the paper notebook.

  • Fast capture on any Android phone
  • Customer measurement history
  • Order and catalogue management
  • Works offline, syncs later
For Enterprise Procurement

Enterprise Licence

A fully branded deployment for organisations sizing and procuring uniforms in the thousands, with a service agreement.

  • White-label application
  • Custom model tuning
  • Dedicated support and SLA
  • Procurement workflow integration
6+Measurements Per Scan
<5sProcessing Time
2Live Markets
100%On-Device Privacy
Why We Are Different

Built for South Asian Bodies, and the Garments That Go on Them

Measurement models are only as good as what they were trained on. Most were trained somewhere else, on someone else, for a different wardrobe. Dorjee is building the dataset that does not exist yet.

Regional Body Morphology

South Asian proportions are largely absent from Western and East Asian training sets. We are collecting ground-truth data where the customers actually are.

Ethnic Garment Schema

A blouse, kurta, lehenga or salwar needs measurements a Western size chart never asks for. That schema has no off-the-shelf equivalent.

Children's Sizing

Measuring children is a stated limitation for several established vendors — and it is exactly what a school uniform programme depends on.

Company

Registered, Recognised & Building

Legal entity details for partners, procurement teams and investors.

Legal EntityAutonom Intelli Data Tags Private Limited
BrandDorjee
CINU62099WB2025PTC281570
DPIIT RecognitionOI-0226-9405FR
GSTIN19ABDCA4287A1ZT
Incorporated04 August 2025
Registered OfficeDhakuria, Kolkata 700031, West Bengal
DirectorsRanjan Chakraborty · Avijit Sinha Roy · Chinmoy Das
MarketsIndia (primary) · UAE (parallel)
Contactranjan@aidatatags.com
Get In Touch

Tell Us What You Need to Measure

Schools, uniform manufacturers, apparel brands, tailor networks and platform teams — if a garment has to fit a body, we would like to hear about it. Pilots are open in India and the UAE.

Email Direct
ranjan@aidatatags.com
Direct Line
+91 95477 31774
Partnerships & Pilots
Ranjan Chakraborty — Co-founder & Director
Registered Location
Dhakuria, Kolkata 700031, West Bengal, India