TECHLOOM

AI-ASSISTEDEXPERT-VALIDATED

Garment intent,
woven into
production truth.

Techloom is being built to turn images, sketches, existing documents and product requirements into structured, traceable apparel documentation — while keeping AI proposals separate from expert decisions.

Request early access Try the live demo Enter the system

FROM PRODUCT DATA TO FACTORY-READY DOCUMENTATION.

01 / THE PRODUCTION GAP

A garment is one object.
Its data rarely is.

Measurements live in one file. Materials in another. Construction notes, revisions and decisions disappear into messages, marked-up PDFs and individual memory.

FRAGMENTED INPUTUNRESOLVED GAPSREVISION RISK

02 / THE TECHLOOM APPROACH

Every value should
show its work.

The platform is being designed to preserve source, status, confidence, applicability and revision — then connect each technical value to the decisions and evidence behind it.

SOURCE PROVIDEDAI PROPOSEDEXPERT VERIFIED

03 / CONTROLLED VALIDATION

Proposed is a state.
Approved is a decision.

AI may organize, extract and propose. Domain logic should surface missing or conflicting information. Qualified experts remain responsible for validation and release.

AI proposes.Logic checks.Experts decide.

04 / THE CONTROLLED RECORD

One product record.
Every dependency visible.

The planned platform connects measurements and POMs, BOM, construction, patterns, operations, quality and revisions — creating documentation that can become factory-ready after scoped expert validation.

See the operating principles

THE SYSTEM CONTRACT

Not an AI shortcut.
A controlled path to production.

Techloom is designed around the places where apparel documentation fails: silent assumptions, disconnected dependencies and unclear responsibility.

01

AI proposes

Extract, structure and generate bounded technical candidates.

02

Domain logic checks

Surface missing information, conflicts, dependencies and scope.

03

Qualified experts validate

Keep technical responsibility with the people authorized to decide.

04

The evidence remains

Preserve source, status, revision, rationale and decision history.

PLANNED PLATFORM SCOPE

A technical product record should think in dependencies.

01Measurements + POMFIT / SIZE / TOLERANCE
02PatternsPIECES / ALLOWANCES / GRADING
03BOM + MaterialsCOMPONENT / PLACEMENT / SCOPE
04ConstructionSEAMS / STITCHES / WORKMANSHIP
05OperationsSEQUENCE / METHOD / MACHINE
06Quality + RevisionsCRITERIA / EVIDENCE / RELEASE

Planned capabilities are shown as product direction, not as a claim that every module is currently available or verified.

Aida Čengić, founder of Techloom FOUNDER / APPAREL INDUSTRIALIZATION

BUILT FROM THE FACTORY FLOOR OUT

“A tech pack should remove questions from production — not move them downstream.”

Techloom is founded by Aida Čengić, an apparel industrialization leader with an MSc in Clothing Technology & Design. The product direction starts with a practical question: what must be known, checked and traceable before documentation can safely guide sampling or production?

Aida Čengić Founder, Techloom · Head of Industrialization

EARLY ACCESS

Help shape a better technical handoff.

For apparel product developers, technical designers, garment technologists and manufacturing teams who want clearer, more traceable documentation.

Request early access