Fresh food and grocery aisles in a retail storeProduce and grocery departments in a specialty food market
Enterprise Food & Grocery Operations Platform

One intelligent system for
grocery demand, freshness & retail operations.

Connect store-level demand forecasting, supplier purchasing, dock receiving, perishable shelf-life tracking, dynamic pricing, and FSMA 204 food safety into one seamless platform built for supermarkets and specialty food retailers.

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↓
Built around your grocery world

Supermarket groups

Specialty food & gourmet

Omnichannel food retail

One unified command center
for end-to-end grocery operations.

A continuous operational nervous system linking demand planning, dock receiving, store freshness, dynamic pricing, and food safety across your entire store network.

Voryqelva AI Dashboard

Tap a number to explore the dashboard

Platform Overview

Voryqelva AI Dashboard

The executive operational command center for modern food and grocery retail.

The Dashboard module is the executive operational nervous system of Voryqelva AI. Rather than relying on fragmented point systems or delayed reports, retail operators, category managers, and store directors gain a consolidated, real-time command center that spans every stage of food retail. The module continuously aggregates live store-level sales velocity, inbound dock receipts, perishable shelf-life decay, digital order queues, and food-safety compliance into a unified operational picture. It proactively detects network-wide exceptions, highlights service-level risks, and guides cross-functional teams to protect product availability, eliminate perishable shrinkage, and safeguard store profitability.

Illustrative product UI. Figures shown are sample dashboard data.

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74%Time Saved
Store Replenishment Cycles

From 3.5 Hours to 15 Mins

Eliminates manual inventory spreadsheet reconciliation across fresh, chilled, and ambient departments. Store reorder proposals are generated and approved in under 15 minutes each morning.

38%Shrink Cut
Perishable Waste Prevention

5–7 Days Earlier Detection

Tracks dynamic shelf-life decay and cold-chain sensor temperatures at the lot level, triggering automated promotional markdowns that sell through fresh food before spoilage occurs.

98.6%Fill Rate
Work Effectiveness & Availability

+4.2% Availability Lift

Drives continuous stockout prevention and resolves supplier delivery variances, maintaining 98.6% customer order fill rates while lowering excess backroom holding inventory by 22%.

Purpose-built modules for
every stage of the grocery lifecycle.

Explore each dedicated module below to see how it operates, what it accomplishes, and how your team directs demand, freshness, receiving, pricing, fulfillment, and food safety.

Demand Planning dashboard
Food Retail Module

Demand Planning

Predictive store-level demand forecasting and perishability-aware replenishment.

Demand Planning forecasts daily replenishment quantities for every store and fresh department. It connects directly with your POS sales history, supplier lead times, and seasonal patterns to calculate exact reorder quantities. Store managers review and approve automated replenishment orders in minutes, keeping shelves stocked while preventing fresh food spoil.

See it in your workflow ↗
Supplier Procurement dashboard
Food Retail Module

Supplier Procurement

Automated purchase order workflows, vendor document extraction, and cost reconciliation.

Supplier Procurement automates purchase orders and vendor communications across all direct-store and warehouse deliveries. It ingests supplier invoices and shipping notices via EDI and OCR, automatically reconciling quantities, pack sizes, and prices against purchase orders. Purchasing teams easily track vendor reliability and resolve cost variances before payments are approved.

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Inventory Receiving dashboard
Food Retail Module

Inventory Receiving

Dock-side delivery verification, lot tracking, expiration capture, and temperature logging.

Inventory Receiving gives dock teams a mobile verification tool to inspect incoming deliveries against open orders. Staff scan barcodes to log batch lots, manufacturer expiration dates, and cold-chain temperatures directly at the dock. Out-of-temperature or damaged items are immediately flagged for return, ensuring only verified, fresh products enter store inventory.

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Product Catalog dashboard
Food Retail Module

Product Catalog

Centralized master food data, allergen declarations, and omnichannel assortment governance.

Product Catalog centralizes master item data, nutritional panels, allergen disclosures, and certifications across all stores. It syncs directly with point-of-sale registers, electronic shelf tags, and online store listings from a single dashboard. Merchandisers update prices, pack sizes, and food declarations in real time, ensuring complete compliance with labeling regulations.

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Retail Pricing dashboard
Food Retail Module

Retail Pricing

Dynamic margin protection, promotional modeling, and expiry-aware markdown optimization.

Retail Pricing optimizes shelf prices, promotional deals, and markdown schedules to protect store margins. It monitors inventory age and remaining shelf life, recommending timed markdowns on short-dated perishables to drive sell-through before spoilage. Once approved, price updates publish automatically to digital shelf tags and POS checkout registers.

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Order Fulfillment dashboard
Food Retail Module

Order Fulfillment

Omnichannel wave picking, variable-weight scale verification, and cold-chain staging.

Order Fulfillment streamlines in-store picking and staging for click-and-collect and home delivery orders. Store associates follow zone-optimized routes on handhelds, weighing produce on integrated scales and logging dietary-compliant substitutions. Chilled staging timers ensure temperature-sensitive items stay fresh and food-safe until customer handover.

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Customer Support dashboard
Food Retail Module

Customer Support

Evidence-grounded inquiry triage, order history linkage, and automated refund management.

Customer Support connects shopper complaints directly to real-time order history, receipt images, and delivery proofs. Support agents review substitution records and dispatch notes in one screen, using AI assistance to draft personalized, accurate resolutions. Automated refund workflows issue instant store credits for damaged perishables while flagging quality issues to store managers.

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Food Safety dashboard
Food Retail Module

Food Safety

End-to-end lot traceability, cold-chain compliance, quarantine management, and audit readiness.

Food Safety automates food safety compliance, cold-chain temperature logs, and lot traceability across every store. It monitors wireless cooler sensors 24/7, sounding instant alerts if temperatures exceed safe holding limits and placing affected lots on quarantine. Complete chain-of-custody logs generate audit-ready inspection reports in seconds, protecting customers and store compliance.

See it in your workflow ↗
Fresh specialty grocery and produce aisles with shoppers

From store signals
to closed decisions.

01

Forecast demand & automate procurement

Demand Planning models store-level POS velocity, seasonal trends, and shelf-life limits to generate optimal replenishment proposals. Supplier Procurement automatically issues verified purchase orders and reconciles vendor ASNs before delivery.

02

Verify dock receiving & govern food catalog

Inventory Receiving scans GS1 barcodes, logs probe temperatures, and enforces FEFO rotation at the dock. Product Catalog keeps ingredient lists, allergen declarations, and nutritional panels synchronized across all selling channels.

03

Protect retail margins & orchestrate fulfillment

Retail Pricing optimizes base prices and applies expiry-aware markdowns to aging perishables before spoil occurs. Order Fulfillment directs wave picking across chilled, frozen, and ambient zones with certified scale weighing.

04

Ground customer support & assure food safety

Customer Support resolves missing or damaged item claims with live order telemetry and automated refunds. Food Safety maintains end-to-end lot traceability, IoT cold-chain compliance, and audit-ready FSMA 204 records.

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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. Voryqelva AI routes each grocery operations workflow step to the model family that fits — anomaly scoring, long reads, structured extraction, or a specialist fine-tune — not whichever model shipped inside your last software purchase.

TRADITIONAL SAAS VS VORYQELVA 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.

Voryqelva AI·ROUTED ORCHESTRATION
01

Parse vendor invoices, packing lists & advance shipping notices

Supplier confirmations, purchase cost variances, and pack-size conversions extracted with verified source citations.

AIOpenAI
OPENAI RESPONSES API
02

Simulate expiry-aware markdowns & margin floor elasticity

Calculates optimal markdowns across perishable lines while enforcing minimum gross margin preservation rules.

DSDeepSeek
DEEPSEEK API
03

Reconcile supplier food-safety SLAs & cold-chain liability terms

Cross-references temperature guarantees against defect indemnity clauses to catch delivery liability before PO approval.

AClaude
ANTHROPIC MESSAGES API
04

Multimodal packaging defect inspection & GS1 label verification

Extracts GS1-128 lot identifiers, best-before dates, and visible packaging defect flags from dock receiving photographs.

GGemini
GEMINI API
05

Predict SKU-location perishable demand uplift & seasonal spikes

Models perishable daily sales curves, holiday demand surges, and safety stock requirements within 15-minute planning cycles.

MMistral
MISTRAL AI API
06

Reconstruct lot movement lineage & FSMA 204 audit trails

Traceability records, quarantine hold authorizations, and digital inspection logs sealed into immutable regulatory audit evidence.

SSpecialist
FOOD TRACEABILITY ENGINE
ONE AUDITABLE GROCERY THREAD · BEST MODEL FOR THE TASK → BEST RESULT
9 FOOD RETAIL 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.

Good retail starts
with good foundations.

Relevant standards to consider when connecting product records and retail systems. Requirements depend on your implementation.

FDA Food Code

FDA Model Food Code

Monitor food storage conditions, track temperature inspection records, and flag potential food-safety exceptions using configurable controls.

EC 178/2002

EU General Food Law (Article 18)

Maintain searchable supplier and inventory traceability records to support EU food-safety documentation and verification requirements.

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 // Hardware Integration

Add the hardware your workflow needs.

Most operational signals in food retail originate on physical assets, cold rooms, scales, and receiving docks. We support standard, commercial third-party devices through documented APIs, gateways, and edge connectors. Every enrolled device maps directly to the module responsible for its operational decision.

01BLE 5.2
3.4°C
IoT Environmental Sensors

Wireless Cold-Chain Temperature & Humidity Sensor

Continuous 24/7 ambient and core product temperature monitoring across walk-in chillers, freezer storage, dairy uprights, and inbound receiving bays.

Automated Result: Automatically flags temperature excursions exceeding configured HACCP / FDA 41°F (5°C) holding thresholds, calculates cumulative thermal degradation, and initiates automated lot quarantine holds.
FEEDS MODULEFood Safety
02Bluetooth LE HID
Industrial Barcode Scanners

Rugged Handheld GS1 2D Barcode & Lot Scanner

Inbound receiving dock verification of master shipping cartons, mixed pallets, and perishable food cases bearing GS1-128, GS1 DataMatrix, or QR codes.

Automated Result: Instantly parses GTIN (01), batch/lot number (10), and expiration date (17) in a single scan trigger, reconciling quantities against open purchase orders and generating digital Goods Received Notes.
FEEDS MODULEInventory Receiving
03Bidirectional RS-232
Connected POS & Prep Equipment

Certified Variable-Weight Scale & Label Printer

In-store wave picking, service-counter weighing, and prep packing for random-weight fresh produce, artisan cheeses, deli items, and prepared culinary foods.

Automated Result: Streams certified tare and net weights directly into customer order lines, dynamically applies unit pricing ($/kg or $/lb), and prints GS1 AI (310n) barcode labels for checkout verification.
FEEDS MODULEOrder Fulfillment
04Sub-GHz RF Gateway
Wireless In-Store Connected Equipment

Dynamic Electronic Shelf Label (ESL) RF Hub

Centralized pricing synchronization across grocery aisles, produce chillers, and bakery shelves supporting tens of thousands of battery-powered e-paper displays.

Automated Result: Flashes approved price changes, promotional discounts, and expiry-aware markdowns directly to shelf tags in seconds, eliminating shelf-to-POS price mismatches and manual label labor.
FEEDS MODULERetail Pricing
05GigE Vision
Inbound Vision Inspection Devices

Automated Inbound Dock Vision Camera

High-resolution optical documentation of pallet seals, master cartons, and container integrity during supplier truck offloading at receiving docks.

Automated Result: Captures timestamped photographic evidence of carton punctures, crushed pallet layers, or broken tamper seals, attaching visual inspection records to supplier discrepancy claims.
FEEDS MODULEInventory Receiving

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.

One platform, your retail operation

A clearer retail day
starts here.

Starting at $200/mo

Demand Planning, Supplier Procurement, Inventory Receiving, Product Catalog, Retail Pricing, Order Fulfillment, Customer Support, and Food Safety across one platform. Your final scope is agreed around your stores and systems.

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

What your onboarding fee covers

One-time onboarding prepares your store, warehouse, SKU, supplier, and food-safety data before your first monthly subscription cycle. These are starting fees; final scope depends on integrations, data volume, security, temperature sensors, and deployment needs.

Essential

From $1,000+

One-time fee
  • Grocery retail workflow discovery and rollout plan
  • Store, warehouse, and SKU/GTIN reference data import
  • Demand Planning and shelf-life replenishment parameters
  • Initial Product Catalog allergen and nutrition mapping
  • Store-team roles, buyer access, and approval permissions
  • Readiness review and demand planner training

Enterprise

From $5,000+

One-time fee

Everything in Plus, plus:

  • Multi-store supermarket group or distribution network rollout
  • Full Food Safety workspace, recall drill, and CAPA workflows
  • IoT temperature logger and scale gateway connector setup
  • Large catalog migration with automated ingredient extraction
  • Private deployment readiness and data security review
  • Role-specific training and go-live cutover coordination
Where it runs

Two ways to deploy — same platform, same subscription

Run Voryqelva 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 grocery operations live and running.

Private / self-hosted

The same platform deployed inside your own infrastructure — your cloud, VPC or on-prem — for grocery retailers with strict data sovereignty or compliance mandates. Proprietary supplier costs, customer baskets, and lot traceability records never leave your environment, and the platform subscription stays the same.

OMNICHANNEL INVENTORY & RAPID REPLENISHMENT AGENTS

Retail & E-Commerce agents, in production, wired to your store operations.

From live POS sales velocity intake and warehouse WMS allocation through dynamic margin protection and audited store transfers — one industry playbook end to end.

Predictive store replenishment agents
Telemetry-to-dispatch orchestration
Human-in-the-loop merchandiser approvals
PLAYBOOK · RETAIL MERCHANDISING & REPLENISHMENT
SISTER PLATFORM · NESTACK AGENTCARERETAIL · 1 PLAYBOOK

Your grocery & food retail AI agents, run like production systems.

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

05
PLAYBOOK STAGES
06
CONNECTED TOOL TYPES
09
PLATFORM MODULES
24/7
AGENT MONITORING

Retail & E-Commerce agents are catalogued on nestackagents.com. Tool names and marks belong to their respective owners.

Connectivity

Your whole stack, connected.

Voryqelva AI connects to the ERP, POS, WMS, CRM, and e-commerce platforms your retail enterprise already runs — through public, documented APIs — so data moves through intake, cataloguing, pricing, inventory rebalancing, and customer care without manual re-keying. 18 integrations across 6 workflow groups.

Shopify GraphQL Admin
Square POS API
Lightspeed Retail
Klaviyo Customer Profiles
Salesforce Commerce Cloud
Twilio Segment Telemetry
Zendesk Support v2
SAP S/4HANA Retail
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.

Before we
talk grocery.

Book a demo ↗
What will Voryqelva AI actually cost our grocery business?

Voryqelva AI is designed to support grocery and specialty food retailers of different sizes, from individual stores to multi-location operations. Subscription pricing will depend on your operational requirements, number of locations, users, and the capabilities you need. We'll provide a clear quote outlining your subscription, implementation requirements, and any additional costs before you commit.

Are there any setup, onboarding, or hidden integration fees?

Connecting your POS, inventory, supplier, and online-order systems may require initial configuration or integration work. Any applicable onboarding, data migration, integration, or hardware-related costs should be explained in your proposal before purchase. You can review the full implementation scope and associated charges before approving the subscription.

Will Voryqelva AI automatically change our prices or make inventory decisions without approval?

Your team remains in control. Voryqelva AI is designed to recommend replenishment quantities, pricing adjustments, and inventory actions based on available operational data. Important decisions, including price publication and the release of quarantined stock, can be governed by permissions, approval rules, and human review. AI recommendations do not replace your business's food-safety responsibilities.

What if our product, inventory, and supplier data are incomplete or spread across different systems?

You don't need perfect data to begin assessing Voryqelva AI. The platform is designed to help identify missing product attributes, supplier-document discrepancies, inconsistent inventory records, and other data-quality issues. During implementation, your existing data can be assessed to determine which workflows are ready for automation and which require cleanup before reliable AI recommendations can be generated.

Can we start with a few operations instead of changing our entire retail system?

Yes, a phased implementation can be planned around your highest-priority operational problems. For example, you could begin with Demand Planning and Supplier Procurement to improve replenishment workflows, then expand into Inventory Receiving, Retail Pricing, Order Fulfillment, and other modules as your business is ready. The exact rollout and subscription scope should be confirmed in your proposal.

How will Voryqelva AI help us reduce stockouts, expired inventory, and unnecessary purchasing?

Voryqelva AI combines sales history, available stock, supplier lead times, promotions, and product shelf-life information to support purchasing and inventory decisions. It can help your team identify potential shortages, review replenishment quantities, and flag inventory approaching expiry. The goal is to reduce avoidable manual work, improve product availability, and make inventory risks visible earlier—not to promise that all stockouts or food waste will disappear.

Why choose Voryqelva AI instead of separate forecasting, inventory, pricing, and customer-support tools?

Grocery operations are connected. A supplier delay can affect stock availability, pricing, online orders, and customer satisfaction. Voryqelva AI is designed to connect these decisions across nine operational modules, allowing teams to work from shared product, inventory, supplier, and order information. Instead of repeatedly transferring information between spreadsheets and disconnected tools, your teams can coordinate decisions through one operational platform.

Will we need to replace our existing POS, inventory software, or e-commerce platform?

Voryqelva AI is designed to work alongside existing retail systems through supported integrations, rather than requiring every business to replace its current technology. Your POS, ERP, inventory, and e-commerce systems can be assessed during implementation planning to determine what information can be connected, which processes can be automated, and whether any custom integration work is required.