68.4%FASTER MERCHANDISE PLANNING
Intelligent Assortment Planning
AI analyzes historical sales, seasonal demand, and size-level availability to recommend buying quantities and reduce manual assortment planning.
UNIFIED APPAREL RETAIL INTELLIGENCE
↓The complete AI platform for apparel retail, inventory, sales & settlement.
Book a demoBuilt around your apparel retail operations
Fashion & Apparel Retailers
Multi-Brand Fashion Stores
Omnichannel Apparel Retailers
PLATFORM OVERVIEW
Fylqeztrum AI Dashboard
Your central command center for apparel assortment planning, supplier purchasing, goods receiving, size-level inventory availability, retail sales, returns, and financial settlement.
Fylqeztrum AI Dashboard
Size Availability
Heatmap of in-stock coverage by style, colour and size, highlighting variant gaps before they cost sales.
1SIZE AVAILABILITY
Heatmap of in-stock coverage by style, colour and size, highlighting variant gaps before they cost sales.
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PLATFORM OVERVIEW
Fylqeztrum AI Dashboard
Your central command center for apparel assortment planning, purchasing, stock availability, sales performance, returns, and financial settlement.
Fylqeztrum AI Dashboard connects merchandise assortment plans, supplier purchase orders, goods receiving, inventory availability, customer sales, returns, and financial reconciliation into one operational view. AI identifies size-specific stockout risks, highlights receiving discrepancies, monitors merchandise sell-through, and prioritizes exceptions requiring attention. Retail teams can track garment availability by style, color, and size, review sales performance, investigate operational issues, and make informed decisions across the apparel retail lifecycle.
Book a demo ↗AI-POWERED APPAREL RETAIL IMPACT
Projected AI performance targetsPlatform Impact & Operational Performance
76.8%LESS MANUAL DATA ENTRY
Automated Purchasing & Receiving Verification
AI extracts supplier quotation and shipment details, compares purchase orders with packing lists, and flags quantity, size, and cost discrepancies.
83.6%TARGET DISCREPANCY DETECTION RATE
Smarter Inventory & Stock Accuracy
AI identifies size-specific stock gaps, unusual inventory variances, and replenishment priorities to support more accurate sellable-stock records.
71.2%FASTER SETTLEMENT PROCESSING
AI-Assisted Financial Reconciliation
AI matches sales, refunds, purchase orders, goods receipts, and supplier invoices to highlight discrepancies for financial review and closeout.
Note: These are projected performance targets, not independently measured customer outcomes or guaranteed improvements.
The Nestack Commerce & Supply Chain SuiteBuilt for every corner of
Built for every corner of
apparel, retail & supply chain.
Apparel brands, department stores, supermarkets, ecommerce networks, and global wholesale distributors move differently across every field, with unique teams, catalog cycles, and operational decisions. Your tools should be built to work the way your industry does.
The Apparel Retail ModulesPurpose-built modules for
Purpose-built modules for
every stage of the apparel retail lifecycle.
Explore eight connected modules that help your team manage assortment planning, supplier purchasing, goods receiving, size-level inventory, sales, returns, and financial settlement.
Assortment dashboard
Module 01
Assortment
Plan the right styles, colors, and sizes for every collection.
Assortment turns seasonal merchandise plans into precise buying decisions. AI analyzes historical sales, seasonal demand, and size-level availability to recommend quantities and identify allocation gaps. Merchandisers review the suggested size curves and send approved purchase plans to Purchasing.
See it in your workflow ↗Purchasing dashboard
Module 02
Purchasing
Turn approved buying plans into accurate supplier orders.
Purchasing converts approved assortments into supplier purchase orders. AI extracts quotation details, compares prices and size quantities, and flags missing documents or discrepancies. Buyers verify supplier commitments and pass approved orders to Receiving.
See it in your workflow ↗Receiving dashboard
Module 03
Receiving
Verify every garment before it enters inventory.
Receiving checks incoming shipments against purchase orders, packing lists, and physical garment counts. AI highlights missing units, incorrect sizes, and shipment discrepancies while assisting with defect identification. Approved goods receipts transfer accepted stock to Inventory.
See it in your workflow ↗Inventory dashboard
Module 04
Inventory
Keep the right garments available in the right sizes and locations.
Inventory tracks apparel by style, color, size, condition, and location. AI predicts stock shortages, identifies inventory variances, and recommends replenishment priorities. Verified sellable stock and approved pricing are made available to Sales.
See it in your workflow ↗Sales dashboard
Module 05
Sales
Help every customer find the right fit and complete their purchase.
Sales connects garment selection, fitting-room service, reservations, and checkout with actual stock availability. AI recommends suitable styles and available alternatives based on fit, size, and occasion. Completed transactions update Inventory and provide sales records for Settlement and any future Returns.
See it in your workflow ↗Returns dashboard
Module 06
Returns
Handle garment returns and exchanges with accurate verification.
Returns connects original sales receipts, return eligibility, garment inspections, and refund decisions. AI categorizes return reasons, identifies recurring product issues, and flags refund inconsistencies. Approved financial adjustments go to Settlement, while garment dispositions update Inventory.
See it in your workflow ↗Settlement dashboard
Module 07
Settlement
Reconcile sales, refunds, and supplier payments with confidence.
Settlement brings together sales records, customer refunds, payment reports, purchase orders, goods receipts, and supplier invoices. AI suggests document matches, highlights financial discrepancies, and supports reconciliation reviews. Approved closeout records provide financial visibility across retail operations.
See it in your workflow ↗
How it worksFrom merchandise planning to
01 02 03 04 Book a demo ↗
From merchandise planning to
successful retail sales and settlement.
Plan Assortments & Approve Purchases
Assortment plans garment styles, colors, sizes, and buying quantities based on seasonal demand. AI analyzes historical sales and size-level availability to recommend allocations. Purchasing verifies supplier quotations, pricing, and documentation before approving purchase orders.
Receive Garments & Manage Inventory
Receiving verifies delivered garments against purchase orders, packing lists, and physical counts. AI detects quantity mismatches, incorrect sizes, and receiving discrepancies. Inventory tracks accepted stock by style, color, size, and location while recommending replenishment priorities.
Complete Sales & Process Returns
Sales supports garment selection, fitting-room service, reservations, and checkout using verified stock availability. AI recommends suitable styles and available alternatives. Returns verifies purchase eligibility, inspects garment condition, and supports authorized refunds or exchanges while updating inventory records.
Reconcile Transactions & Complete Settlement
Settlement reconciles retail sales, customer refunds, cash and card payments, purchase orders, goods receipts, and supplier invoices. AI identifies financial discrepancies and suggests transaction matches for review before authorized closeout.
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. Fylqeztrum AI brings specialized AI capabilities into apparel retail operations. From assortment forecasting and supplier document verification to inventory replenishment, personalized styling, returns processing, and financial reconciliation, each capability supports a specific stage of your retail workflow while keeping employees in control of critical decisions.
TRADITIONAL SAAS VS FYLQEZTRUM AI
TRADITIONAL SAAS
CRM / ERP + Built-in AI
Traditional retail tools often separate buying plans, supplier orders, inventory, sales, and financial records. Teams must manually connect information across systems to complete everyday operations.
Your team works around disconnected information.
Fylqeztrum AI·ROUTED ORCHESTRATION
01
Retail Intelligence & Recommendations
Supports garment recommendations, customer inquiry responses, structured information extraction, and operational exception summaries across retail workflows.
AIOpenAI
OPENAI RESPONSES API02
Supplier Document Analysis
Analyzes supplier quotations, purchase orders, product declarations, and invoice documents to support field extraction and discrepancy review.
AClaude
ANTHROPIC MESSAGES API03
OCR & Document Extraction
Extracts information from packing lists, purchase orders, goods receipt records, and supplier invoices for validation and reconciliation.
MMistral AI
MISTRAL DOCUMENT AI / OCR API04
Demand Forecasting Models
Supports deployment of predictive models for seasonal merchandise demand, size allocation, inventory forecasting, and replenishment planning.
HFHugging Face
HUGGING FACE INFERENCE ENDPOINTS05
Retail Workflow Assistance
Supports evaluation of deployable language models for retail inquiry classification, product information processing, and internal workflow summaries.
LMeta Llama
LLAMA OPEN-WEIGHT MODELS06
Invoice & Receipt Processing
Extracts text and structured fields from purchasing and financial documents to support receiving verification and settlement reconciliation.
TAmazon Textract
AMAZON TEXTRACT APIONE CONNECTED APPAREL RETAIL PLATFORM · TASK-SPECIFIC AI · HUMAN-APPROVED DECISIONS
Note: AI providers and model trademarks belong to their respective owners. Model assignments represent proposed implementation choices and do not imply active integrations, certifications, partnerships, or endorsements.
Connectivity
Your entire apparel retail operations stack, connected.
Fylqeztrum AI is designed to connect your e-commerce platforms, retail POS systems, supplier purchasing records, inventory management tools, and financial applications. Merchandise information can flow from assortment planning and purchasing through goods receiving, stock availability, customer sales, returns, and settlement—reducing duplicate data entry, improving size-level inventory visibility, and supporting more accurate retail decisions.
Shopify
WooCommerce
BigCommerce
Lightspeed Retail
Square for Retail
Clover
Cin7 Core
Oracle NetSuite
Microsoft Dynamics 365 Business Central
Odoo
Shopify
WooCommerce
BigCommerce
Lightspeed Retail
Square for Retail
Clover
Cin7 Core
Oracle NetSuite
Microsoft Dynamics 365 Business Central
Odoo
Shopify
WooCommerce
BigCommerce
Lightspeed Retail
Square for Retail
Clover
Cin7 Core
Oracle NetSuite
Microsoft Dynamics 365 Business Central
Odoo
QuickBooks Online
Xero
Zoho Books
SAP Business One
Zoho Inventory
ShipStation
EasyPost
Loop Returns
AfterShip Returns
FedEx APIs
QuickBooks Online
Xero
Zoho Books
SAP Business One
Zoho Inventory
ShipStation
EasyPost
Loop Returns
AfterShip Returns
FedEx APIs
QuickBooks Online
Xero
Zoho Books
SAP Business One
Zoho Inventory
ShipStation
EasyPost
Loop Returns
AfterShip Returns
FedEx APIs
Note: Tool names and marks belong to their respective owners. No endorsement or partnership implied.
RETAIL & E-COMMERCE AI AGENTS
Apparel retail agents, connected to your workflows.
From supplier document review and goods-receipt checks to size-level inventory forecasting, returns and refund verification, and financial reconciliation—one connected apparel retail playbook.
Supplier document & receiving verification
Inventory & returns exception detection
Human-approved operational actions
PLAYBOOK · RETAIL & E-COMMERCE
SISTER PLATFORM · NESTACK AGENTCARERETAIL & E-COMMERCE · 1 PLAYBOOK
Your retail AI agents, managed as operational workflows.
Task-specific AI agents that run like production systems across your assortments, stock records, sales and returns, and supplier documents, with people approving every action.
210
FAILURE MODES
90
SEV-1 FAILURE MODES
1110+
BASELINE EVAL CASES
24/7
AGENT MONITORING
Verify against the live Nestack AgentCare deployment. Figures come from the Nestack Agents Retail & E-commerce playbook.
Standards & data responsibilityReliable apparel retail
Reliable apparel retail
starts with trusted standards.
Fylqeztrum AI helps teams organize supplier documentation, product identification, payment records, and compliance evidence across the retail workflow. Relevant standards and regulatory requirements are applied according to the apparel category and applicable market.
Product Identification & Barcodes
Supports recognized product identification practices, including GTINs and barcode-based tracking where adopted. Fylqeztrum AI can connect product identifiers with assortment plans, goods receipts, size-level inventory, and sales records.
Payment Card Data Security
Relevant to retailers that accept card payments at checkout. Fylqeztrum AI can help organize payment reports and settlement records for reconciliation, while card security responsibilities remain with the retailer and its payment providers.
Textile Fiber & Care Labeling
Relevant to apparel sold in the United States, including fiber-content and care-label requirements. Fylqeztrum AI can help track supplier label documentation and flag missing label information during purchasing and receiving review.
Children's Product Safety
Relevant to children's apparel sold in the United States, including certification and tracking-label requirements. Fylqeztrum AI can help organize supplier certificates and test documentation for review before stock becomes sellable.
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.
Fylqeztrum AI is designed to connect compatible third-party scanning hardware to support garment identification, goods receiving, inventory tracking, and retail operations. Barcode and RFID data can help verify apparel quantities, track stock movements, and improve size-level inventory accuracy.
01
Industrial RFID Reader & Dock Portal
Automatically captures compatible RFID-tagged garment and carton identifiers during warehouse receiving and stock movements. Helps reconcile incoming merchandise against purchase orders, identify quantity discrepancies, and maintain traceable inventory records.
FEEDSReceiving / Inventory
FEEDSReceiving / Inventory
02
Wireless Rugged Barcode & 2D Imager
Scans garment SKU/GTIN barcodes, carton labels, and stock locations to verify received merchandise, update inventory movements, and support retail checkout and returns. Helps reduce manual entry and identify incorrect product variants.
FEEDSReceiving / Inventory / Sales / Returns
FEEDSReceiving / Inventory / Sales / Returns
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 APPAREL RETAIL OPERATIONSSmarter apparel retail operations
Smarter apparel retail operations
start here.
Starting at $200/mo
Assortment, Purchasing, Receiving, Inventory, Sales, Returns, and Settlement in one AI-powered platform. Your final scope is tailored to your apparel products, retail workflows, and existing systems.
Note: AI API usage is charged separately. Clients must recharge their AI credit balance based on actual usage.
Know more ↗Onboarding
What your onboarding fee covers
One-time onboarding prepares your product catalog, assortment plans, supplier records, receiving, inventory, sales, returns, and settlement data before your first subscription cycle. These are starting fees; final scope depends on integrations, data volume, security, deployment, and rollout needs.
Essential
From $1,000+
One-time fee- Apparel retail workflow discovery and rollout plan
- Style, color, size, supplier and store/warehouse reference import
- Assortment and Purchasing configuration
- Initial SKU, GTIN and size-curve attribute mapping
- Team roles and approval permissions
- Readiness review and operations training
Plus
RecommendedFrom $2,500+
One-time feeEverything in Essential, plus:
- Historical sales, purchase orders and stock reconciliation
- Two scoped e-commerce, POS, ERP, accounting or shipping integrations
- Receiving discrepancy and purchase approval rules
- Inventory, Returns and Settlement templates
- Guided training for merchandising, purchasing, store, warehouse and finance teams
Enterprise
From $5,000+
One-time feeEverything in Plus, plus:
- Multi-store or multi-brand rollout planning
- Custom interfaces and identity configuration
- Large catalog, SKU and supplier data migration and validation
- Private deployment readiness and security review
- Role-specific training and go-live coordination
Where it runs
Two ways to deploy — same platform, same subscription
Run Fylqeztrum 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 cloud — nothing to provision. The fastest way to get your operations live and running.
Private / self-hosted
The same platform deployed inside your own infrastructure — your cloud, VPC or on-prem — for apparel retailers with strict customer data or compliance mandates. Product, catalog, sales, and payment data never leave your environment, and the platform subscription stays the same.
Note: The subscription is identical on either model; only the onboarding scope differs by your security and deployment requirements.
Can Fylqeztrum AI manage merchandise planning and supplier purchasing?
Yes. Fylqeztrum AI connects seasonal assortment planning with supplier purchasing. Retailers can plan garment styles, colors, sizes, and buying quantities, review AI-supported demand forecasts, and approve purchase orders with verified costs and supplier details.
How does AI help prevent incorrect garment quantities and inventory shortages?
AI compares purchase orders, supplier packing lists, and received quantities to flag missing units, incorrect sizes, and other discrepancies. It also analyzes stock availability and sales patterns to identify potential size-level shortages and recommend replenishment for review.
Can we track garments from supplier delivery through inventory and sales?
Yes. Fylqeztrum AI connects goods receiving, inventory, and retail sales through SKU and transaction records. Teams can track accepted stock by style, color, size, and location, verify sellable availability, and record stock deductions when purchases are completed.
Does Fylqeztrum AI support personalized styling and customer checkout?
Yes. The Sales module helps associates find garments by size, color, fit, and occasion, check actual availability, manage fitting-room selections, and complete checkout. AI can recommend suitable products and available alternatives, while staff confirm fit and customer preferences.
How does the platform manage garment returns, exchanges, and refunds?
Fylqeztrum AI links return requests to original sales, checks applicable return conditions, and records garment inspections. AI helps classify return reasons and flag refund discrepancies. Authorized refunds are passed to Settlement, while approved stock dispositions update Inventory.
Can Fylqeztrum AI connect with existing retail, inventory, and accounting systems?
Fylqeztrum AI is designed to support connectivity with e-commerce, POS, inventory, ERP, and accounting platforms. Depending on the available integrations, retailers can synchronize relevant product, stock, purchasing, sales, return, and financial records to reduce duplicate entry and improve operational visibility.