Technical design studio preparing smart apparel patterns and garment specificationsPrecision electronics lab integrating sensors and conductive paths into wearable garments
Fashion Technology & Connected Apparel

The complete AI platform for
smart garments, e-textiles & wearables.

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Built around your wearable manufacturing world

Smart garments

Electronic textiles

Connected apparel

The Platform

One auditable operational console
for smart apparel manufacturing.

A continuous operating record connecting garment patterns, embedded electronics, material lots, and functional test release.

Dralovynxem AI Dashboard

Tap a number to explore the dashboard

Platform Overview

Dralovynxem AI Dashboard

Executive visibility across production WIP, material readiness, functional quality, and delivery schedules.

Dralovynxem AI Dashboard is your central mission control for smart apparel, e-textile, and connected garment manufacturing. It continuously synchronizes production batch progress, material lot readiness, sensor calibration telemetry, and regulatory release status into one unified operational view. Operations directors, technical designers, and QA leads stay in synchronized control—investigating cross-module bottleneck alerts and signing off on quality releases with full audit traceability.

Illustrative product UI. Figures shown are sample dashboard data.

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Manufacturing Modules

Purpose-built modules for
every stage of connected apparel lifecycle.

Explore each dedicated module below to see how it operates, what it accomplishes, and how your team directs the workflow.

Product IntakeWearable DevelopmentMaterial ProcurementProduction & AssemblyQuality & ComplianceOrder FulfillmentBilling & Settlement
Product Intake dashboard
Module 01

Product Intake

Turn customer RFQs into verified technical specifications for smart apparel.

Product Intake verifies incoming smart garment inquiries against manufacturable specifications. It extracts requested quantities, textile compositions, sensor functions, and connectivity protocols directly from customer RFQs and PRDs. Technical sales and development coordinators spot missing requirements early, run feasibility assessments, and route verified briefs straight into engineering.

See it in your workflow ↗
Wearable Development dashboard
Module 02

Wearable Development

Synchronize patterns, sensors, PCB schematics, and firmware versions.

Wearable Development unites textile designers, hardware engineers, and firmware specialists in a collaborative technical workspace. It reconciles garment tech packs and pattern measurements with sensor placements, engineering BOMs, and compatible firmware release manifests. The team compares design revisions, reviews prototype test findings, and locks released configurations before purchasing begins.

See it in your workflow ↗
Material Procurement dashboard
Module 03

Material Procurement

Coordinate fabrics, conductive yarns, sensors, and battery lots with zero shortages.

Material Procurement calculates demand across released engineering BOMs and verifies supplier allocations before production release. It monitors available inventory and incoming receipts for fabric lots, conductive yarns, micro-controllers, and portable lithium batteries against the Approved Vendor List (AVL). Automated shortage alerts and supplier lead-time forecasting prevent line halts.

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Production & Assembly dashboard
Module 04

Production & Assembly

Track hybrid cutting, stitching, electronics installation, and sensor calibration.

Production & Assembly monitors the complete manufacturing traveler across cutting, sewing, conductive-path integration, electronics placement, firmware flashing, and sensor calibration. Line supervisors and assembly technicians track batch throughput, verify part genealogy, and catch assembly bottlenecks in real time before releasing finished batches to quality inspection.

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Quality & Compliance dashboard
Module 05

Quality & Compliance

Rigorous physical, electrical, and wash-durability testing with authorized release.

Quality & Compliance provides a split-view inspection workspace connecting physical garment checklists with electrical and durability test logs. It evaluates resistance drift across washing cycles, validates battery safety documentation (UN 38.3, IEC 62133-2), and verifies wireless compliance (RED, FCC Part 15). Only human-authorized units meeting approved tolerances are released to fulfillment.

See it in your workflow ↗
Order Fulfillment dashboard
Module 06

Order Fulfillment

Traceable batch dispatch with verified battery transport documentation.

Order Fulfillment manages the controlled dispatch of authorized smart apparel from warehouse to customer. It enforces packing rules, matches serialized wearable units to delivery manifests, and verifies required lithium battery transport declarations before carrier handover. Real-time carrier tracking and proof of delivery ensure complete chain-of-custody visibility.

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Billing & Settlement dashboard
Module 07

Billing & Settlement

Reconcile contract terms against delivered, quality-released, and accepted quantities.

Billing & Settlement resolves commercial discrepancies between customer purchase orders, quality-released batches, delivered quantities, and client acceptance records. Finance owners review automated three-way matching, apply approved credit adjustments for held units or short-shipments, and issue accurate final invoices with complete audit trails.

See it in your workflow ↗
Precision electronics lab integrating sensors and conductive paths into wearable garments
How it works

From customer RFQ
to authorized shipment.

01

Verify customer RFQs & technical brief

In Product Intake, Dralovynxem AI extracts requested quantities, textile compositions, sensor functions, and connectivity specs directly from RFQs and PRDs, resolving requirement gaps before routing to development.

02

Synchronize patterns, electronics & firmware

Wearable Development aligns garment tech packs with sensor placements, PCB schematics, and firmware release manifests, locking a unified engineering BOM and prototype approval prior to purchasing.

03

Allocate verified materials & assemble batches

Material Procurement validates fabric and sensor lots against the AVL, while Production & Assembly tracks hybrid cutting, stitching, conductive-path integration, electronics installation, and sensor calibration.

04

Authorize release & reconcile settlement

Quality & Compliance enforces physical, electrical, and wash-durability testing with UN 38.3 battery checks. Order Fulfillment dispatches released units, and Billing & Settlement closes orders with three-way matching.

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Don't settle for the AI your software chose.

Use a platform designed to harness the best intelligence available for the work in front of you. Dralovynxem AI routes each smart apparel workflow step to the model family that fits — technical specification extraction, Gerber schematic checks, test log anomaly scoring, or wash-durability degradation modeling — not whichever model shipped inside your last software purchase.

TRADITIONAL SAAS VS DRALOVYNXEM AI
TRADITIONAL SAAS
CRM / ERP
↓
Built-in
AI

One model, one pass, and no step you can point somewhere else.

You work within its limits.

Dralovynxem AI·ROUTED ORCHESTRATION
01

Parse incoming customer RFQs & technical apparel PRDs

Extracts garment style, target market, fiber blend, sensor types, and wireless protocol requirements into structured briefs.

ROUTED MODELOpenAI
OPENAI RESPONSES API
02

Verify e-textile conductivity drift & wash degradation curves

Evaluates pre/post wash cycle electrical resistance changes against approved product-specific tolerance limits.

ROUTED MODELDeepSeek
DEEPSEEK API
03

Parse 60-page supplier declarations & test conformity reports

Cross-references IEC 63203 test measurements, battery UN 38.3 summaries, and RED wireless directives against product revisions.

ROUTED MODELClaude
ANTHROPIC MESSAGES API
04

Multimodal pattern schematic & sensor placement alignment

Detects dimensional discrepancies between garment pattern DXF/grading files, PCB Gerber exports, and sensor positions.

ROUTED MODELGemini
GEMINI API
05

Predict component lead-time risk & BOM inventory shortages

Calculates gross material requirements across active batches, forecasting conductive yarn and micro-controller arrivals.

ROUTED MODELOpenAI
OPENAI RESPONSES API
06

Manufacturing traveler genealogy & UN 38.3 compliance sealing

Links fabric lots, sensor serials, firmware manifest checksums, and inspector release sign-offs into immutable records.

ROUTED MODELSpecialist
DOMAIN COMPLIANCE ENGINE
ONE AUDITABLE WEARABLE THREAD · BEST MODEL FOR THE TASK → BEST RESULT
8 CONNECTED MODULES · ZERO VENDOR LOCK-IN

Note: Model names and marks belong to their respective owners. No endorsement or partnership implied.
Supported routing is configured during onboarding.

Standards & data responsibility

Good smart apparel starts
with verifiable evidence.

Relevant standards to consider when manufacturing connected garments and electronic textiles. Requirements depend on your product and target market.

IEC 63203-204-1

Washing Durability for E-Textiles

Methodology for evaluating electrical conductivity and functional durability of e-textile garments across domestic wash and dry cycles.

UN 38.3

Lithium Battery Transport Safety

Mandatory test summary evidence verifying vibration, thermal shock, and short-circuit compliance for smart garment battery packs prior to dispatch.

IEC 62133-2

Portable Secondary Lithium Battery Safety

Safety requirements for portable sealed secondary lithium cells and batteries integrated into wearable apparel and body-worn electronics.

RED 2014/53/EU

EU Radio Equipment Directive

Conformity assessment verifying radio spectrum efficiency, electromagnetic compatibility, and electrical safety for Bluetooth and wireless smart apparel.

FCC Part 15

US Radio Frequency Device Authorization

Emission limits and technical authorization for intentional and unintentional radiators embedded in connected fashion and electronic textiles.

RoHS & REACH

Substance Restriction & Skin Safety

Restricted hazardous substances and chemical compliance controls for wearable components coming into prolonged contact with human skin.

Note: These are standards the platform is built to support inside your workflows — obligations that fall on you as the licensee. They are not certifications held by us, and support in the product is not a substitute for your own counsel or compliance officer.

Add-ons

Add the hardware your workflow needs.

Most of what the platform reads starts on physical fabrics, embedded sensors, or test bench fixtures. These are standard, off-the-shelf peripherals and commercial testing equipment from third-party manufacturers — not proprietary or own-branded hardware. We enrol them against your workspace so each one streams into the module that already handles its output.

01Electrical & Sensor Bench

E-Textile 4-Wire Surface Resistance & Micro-Ohmmeter Station

Performs precision four-point Kelvin probe resistance measurements across conductive-yarn seams, sensor interconnects, and heating elements before and after standardized domestic wash cycles (IEC 63203-204-1).

Action: Streams milliohm telemetry directly into digital inspection records; automatically flags an electrical nonconformance (NCR) and halts release if resistance drift exceeds product specification limits (>15%).

FEEDSQuality & Compliance
INTERFACESCPI over USB/RS-232 Gateway
02RFID & Barcode Ingestion

Industrial UHF RFID & 2D DataMatrix Material Portal Scanner

Automates bulk receiving, lot-code identification, and inventory tracking for incoming fabric rolls, conductive yarn bobbins, flexible PCB reels, and lithium battery cell packs.

Action: Cross-references scanned component serials against the released Engineering BOM and Approved Vendor List (AVL); prevents unapproved supplier lot substitutions and updates available inventory in real time.

FEEDSMaterial Procurement
INTERFACELLRP & MQTT over Ethernet
03Assembly & Calibration Equipment

Automated Multi-Device Firmware Flashing & Calibration Jig

Clamps assembled smart garment electronic pods into a pneumatic bed-of-nails pogo-pin fixture for gang firmware flashing, hardware UUID registration, and multi-axis sensor zero-point calibration.

Action: Validates firmware binary SHA-256 checksums against the approved release manifest, uploads device telemetry, and permanently seals serial numbers to the batch traveler before functional release.

FEEDSProduction & Assembly
INTERFACEUSB-SWD / REST API Gateway
04Battery Transport & Safety Diagnostics

Lithium Battery Impedance Analyzer & Cycle Safety Tester

Performs electrochemical AC impedance analysis (mΩ), charging voltage threshold checks, and thermal runaway stress testing on embedded lithium-ion pouch cells prior to outer garment encapsulation.

Action: Validates cell integrity against UN 38.3 and IEC 62133-2 transport safety requirements; generates signed battery safety declarations needed to release finished goods for carrier dispatch.

FEEDSOrder Fulfillment
INTERFACEModbus TCP / Industrial Ethernet

Note: Hardware, installation, and integration are not included in the standard subscription. Additional charges apply based on the hardware selected, integration modules required, and implementation scope.

Pricing
One platform, your manufacturing operations

A clearer production day
starts here.

Starting at $200/mo

Product Intake, Wearable Development, Material Procurement, Production & Assembly, Quality & Compliance, Order Fulfillment, and Billing & Settlement across one unified platform. Your final scope is agreed around your technical specifications and facility setup.

Note: AI API usage is charged separately. Clients must recharge their AI credit balance based on their usage.
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Onboarding

What your onboarding fee covers

One-time onboarding establishes your engineering tech pack templates, component BOM catalogs, and test protocols before your first monthly cycle. These are starting fees; final scope depends on ERP/PLM connectors, batch volume, compliance scope, and deployment architecture.

Essential

From $1,000+

One-time fee
  • Smart apparel workflow discovery and technical intake scoping
  • Garment tech pack and engineering BOM template setup
  • Approved Vendor List (AVL) and component lot registry configuration
  • Standard quality checklist and test tolerance definition
  • Production line supervisor and technical designer role permissions
  • Platform readiness review and team orientation
Recommended

Plus

From $2,500+

One-time fee

Everything in Essential, plus:

  • Historical component lots and sensor specification migration
  • Two scoped integrations (EDA/Gerber or apparel ERP/PLM)
  • Automated e-textile wash and electrical test threshold rules
  • Custom firmware release manifest and serialization schema
  • Guided training for QA inspectors and assembly technicians

Enterprise

From $5,000+

One-time fee

Everything in Plus, plus:

  • Multi-facility contract manufacturing rollout coordination
  • Custom test bench and sensor calibration data ingestion pipelines
  • Regulatory compliance audit trail and lithium battery safety mapping
  • Private cloud or VPC deployment security review and signing
  • Dedicated integration engineer and launch-day technical oversight
Where it runs

Two ways to deploy — same platform, same subscription

Run Dralovynxem AI wherever your catalog data, order streams, and inventory records are allowed to live. The subscription price is identical either way.

Cloud (SaaS)

Runs in Nestack's managed high-availability cloud — zero infrastructure to provision. The fastest path to operationalizing your smart garment manufacturing pipeline.

Private / self-hosted

The same platform deployed directly inside your own infrastructure — AWS, GCP, Azure, or on-premise VPC — for contract manufacturers with strict intellectual property or defense-grade wearable contracts. Proprietary patterns, firmware binaries, and test telemetry never leave your perimeter, and the subscription price remains identical.

SMART APPAREL & E-TEXTILE MANUFACTURING AGENTS

Fashion Technology & Wearables agents, in production, wired to your manufacturing floor.

From customer RFQ verification and pattern-to-sensor synchronization through AVL material allocation, e-textile line telemetry, and authorized product release — one industry playbook end to end.

Synchronized garment-electronics design agents
E-textile wash and durability test telemetry
Human-in-the-loop engineering & release approvals
PLAYBOOK · SMART APPAREL & WEARABLE MANUFACTURING
SISTER PLATFORM · NESTACK AGENTCAREWEARABLES · 1 PLAYBOOK

Your Fashion Technology & Wearables AI agents, run like production systems.

Wearable manufacturing playbooks execute directly inside Nestack AgentCare — production agent infrastructure with audited execution traces, SOC 2 compliance, and verified enterprise connectors.

LIVE DATA FETCHED FROM NESTACKAGENTS.COM
206
FAILURE MODES
89
SEV-1 FAILURE MODES
990+
BASELINE EVAL CASES
24/7
AGENT MONITORING
Explore Fashion Technology & Wearables AI agents

Note: Fashion Technology & Wearables agents are catalogued on nestackagents.com. Tool names and marks belong to their respective owners.

Connectivity

Your whole stack, connected.

Dralovynxem AI connects to the PLM, EDA, ERP, MES, and test benches your wearable enterprise already runs — through public, documented APIs — so data moves through intake, pattern synchronization, AVL procurement, line travelers, and test release without manual re-keying. 18 integrations across 6 workflow groups.

Shopify GraphQL Admin
Square POS API
PTC FlexPLM
Klaviyo Customer Profiles
Salesforce Commerce Cloud
Twilio Segment Telemetry
Zendesk Support v2
SAP S/4HANA Manufacturing
Shopify GraphQL Admin
Square POS API
Salesforce Commerce Cloud
Manhattan Active WMS
Oracle NetSuite ERP
ShipBob Fulfillment API
BigCommerce Catalog V3
Gorgias Helpdesk API
Slack Webhook Dispatch
Microsoft Dynamics 365 Commerce
Manhattan Active WMS
Oracle NetSuite ERP
ShipBob Fulfillment API

Note: Tool names and marks belong to their respective owners. No endorsement or partnership implied.

Buyer FAQ & Commercial Guide

Before you
subscribe.

Clear answers on pricing predictability, intellectual property protection, implementation timelines, and measurable ROI for smart garment manufacturing leaders.

Schedule evaluation call ↗
Pricing
How is the Dralovynxem AI subscription structured, and are there hidden per-seat fees?

Dralovynxem AI operates on a transparent, predictable monthly subscription starting at $200/mo, scaled to your active styles and facility throughput. Crucially, we do not charge per-seat penalties for factory floor operators, line supervisors, or QA inspectors. Everyone involved in your manufacturing traveler—from pattern makers to assembly technicians—collaborates within one unified workspace without metered seat costs or surprise compute surcharges.

Pricing
What is covered by the one-time onboarding fee, and when does monthly billing start?
Pricing
What happens if our production volume fluctuates between seasonal collections?
Risk & Security
Who retains ownership of our proprietary garment patterns, PCB schematics, and firmware IP?
Risk & Security
Will deploying Dralovynxem AI disrupt our active factory production lines?
Risk & Security
Does the AI make autonomous decisions or alter our approved engineering tolerances?
Value & ROI
What is the expected payback timeline and where do we realize the fastest ROI?
Value & ROI
How does Dralovynxem AI prevent late shipment penalties and compliance holds?
Value & ROI
Can we start with a single pilot smart garment style before committing enterprise-wide?
Support & Onboarding
What level of engineering support and training is included during and after go-live?
Support & Onboarding
What is the typical timeline from contract signing to our first live production batch?