RPA in Retail | Retail Process Automation

RPA in Retail

Retail operations generate enormous volumes of structured, repetitive work: purchase orders to raise and track, inventory counts to reconcile, supplier invoices to match and approve, promotional prices to update across channels, and customer returns to process through multiple systems.
We build robotic process automation systems that handle these workflows automatically, so your retail operations team focuses on buying decisions, supplier relationships, and customer experience rather than manual data processing.

  • Purchase order automation, inventory reconciliation, and supplier invoice matching

  • Price update automation across channels, ERP, e-commerce, POS, and marketplace listings

  • Customer returns processing and refund workflow automation

  • Integration with Shopify, SAP, Oracle Retail, NetSuite, and custom retail systems

Recent outcomes

Voice AI · Research

6× deeper insights

Text-based interviews converted to automated phone calls

AI Automation · Ops

20k+ txns day one

Manual invoice OCR across 40+ gas stations

Loyalty · Retail

1,062 users in 4 weeks

SuperValu & Centra loyalty platform with receipt validation

SaaS · Logistics

2,000+ shipments yr 1

Multi-carrier shipping hub for Indonesian eCommerce

4.9
on Clutch
See our work

The problem

Sound familiar?

  • Merchandise team spending hours updating prices manually across multiple channels and systems?

  • Purchase order cycle taking days longer than it should because approvals are done by email?

Short answer

RaftLabs builds robotic process automation systems for retail businesses, automating purchase orders, inventory reconciliation, supplier invoice matching, multi-channel price updates, promotional pricing, and customer returns processing. Retail RPA connects ERP systems, e-commerce platforms, POS systems, and marketplace listings so data flows automatically between them without manual re-entry. Most retail RPA projects deliver in 6-10 weeks at a fixed cost.

Key takeaways

  • Most retail RPA projects deliver in 6-10 weeks at a fixed cost.
  • Retail RPA automates purchase orders, inventory reconciliation, supplier invoice matching, multi-channel price updates, and customer returns processing.
  • Integrations include Shopify, SAP, Oracle Retail, NetSuite, and custom retail systems.
  • Price update automation covers ERP, e-commerce, POS, and marketplace listings simultaneously.
  • Retail RPA connects ERP systems, e-commerce platforms, POS systems, and marketplace listings so data flows automatically without manual re-entry.

Trusted by

Vodafone logo
Aldi logo
Nike logo
Microsoft logo
Heineken logo
Cisco logo
Calorgas logo
Energia Rewards logo

Retail operations run on data re-entry. Automation stops that.

Each time a buyer approves a purchase order and someone else re-enters it in the ERP, that is a manual step that takes time and creates errors. Each price change pushed to five channels manually is a process that will sometimes be done wrong or done late. Each customer return that requires staff to cross-reference three systems and manually trigger a refund is a workflow that automation can execute reliably in seconds.

Retail RPA doesn't replace your team's judgment. It replaces the data entry that surrounds it.

According to Deloitte's 2022 Global Intelligent Automation Survey, 78% of companies have already implemented or are actively planning to implement RPA, with retail and consumer goods among the fastest-growing adopters. For retailers specifically, the return on investment comes quickly: the same survey found most organizations achieved payback in under 18 months, driven by volume-heavy processes like purchase order management, invoice matching, and multi-channel price updates.

Capabilities

Retail processes we automate

  • 01
    Purchase order automation

    Automated PO creation from approved requisitions in your ERP or replenishment system. When a reorder trigger fires, the bot creates the PO with the correct vendor, quantities, negotiated costs, and delivery date, then transmits it via EDI 850 or portal automation, tracking supplier acknowledgements, escalating unanswered POs, and routing goods receipt discrepancies to the buyer.

    Built with
    EDI 850 · ASN · ERP
  • 02
    Multi-channel price synchronization

    Price updates propagated from your master price file or ERP to every sales channel simultaneously, with channel-specific rules enforced, including MAP thresholds and Amazon pricing constraints, before any price submits. Scheduled promotions activate across all channels at the same moment and revert automatically at end time, and margin floor protection stops promotional prices falling below cost plus minimum margin.

    Built with
    Shopify · Amazon · eBay · Google Merchant Center · MAP rules
  • 03
    Supplier invoice matching

    Automated three-way match of purchase order, goods receipt, and supplier invoice for quantity and price. Matched invoices are approved automatically for payment and discrepancies are flagged with the specific difference for accounts payable review, reducing invoice processing time from days to minutes and catching supplier billing errors before payment.

  • 04
    Inventory reconciliation

    Automated reconciliation of physical inventory counts against ERP stock records. Bots compare count data from your WMS or counting device with system records, calculate variance, and generate exception reports for stock room managers, running on schedule without requiring staff to manually compare spreadsheets against system data.

  • 05
    Customer returns processing

    Automated returns workflow: eligibility checking against return policy, return authorization generation, refund trigger in the payment system, inventory update, and supplier return processing where applicable. Bots handle the structured portion so customer service agents handle customer communication, not system data entry.

  • 06
    Reporting and performance dashboards

    Automated daily, weekly, and monthly retail reporting: sales by channel, inventory turnover, supplier performance, and promotional effectiveness. Bots pull data from your ERP, POS, and e-commerce systems, consolidate it, and deliver formatted reports to the right team members on schedule, so reports that currently take hours to assemble run automatically.

Retail automation built around your systems and your workflows

We analyze your highest-volume manual processes and automate the ones where the ROI is clearest. Fixed cost delivery.

Process

How we build retail RPA

  • 01
    Process analysis and ROI mapping

    We start by mapping your highest-volume manual processes, measuring the time and error rate, and calculating the automation ROI before writing a line of code. Retail operations often have 5-10 automatable processes, and we help you prioritize by impact and complexity so the first automation delivers measurable results quickly.

  • 02
    System integration design

    Retail automation requires connecting systems that weren't designed to talk to each other. We design the integration architecture for your specific system stack, ERP, POS, e-commerce, WMS, and marketplace connectors, and implement the right approach for each: API where available, UI automation where not, and database integration for on-premise systems.

  • 03
    Exception handling and escalation

    Every retail process has exceptions: a supplier doesn't acknowledge a PO, a price update fails on one channel, an invoice has an unexpected line item. We design exception handling into every automation, so bots identify the exception, log it with context, and route it to the right person, handling the 90% and surfacing the 10% that needs human judgment.

  • 04
    Monitoring and performance reporting

    Automation dashboards showing bot performance: tasks completed, exceptions raised, errors logged, and time saved per process. Alerting fires when a bot fails or an exception rate rises above normal, giving your operations team visibility into automation performance without requiring technical knowledge to interpret.

Retail operations that scale without proportional headcount

Automate the high-volume data processing. Your team handles the decisions and relationships.

Tell us what's broken.

Tell us which retail processes consume the most manual staff time. We'll analyze the automation opportunity and give you a fixed cost.

How it works

From first call to live product: how every project runs.

The same four steps on every engagement. A 6-week voice AI deployment runs the same shape as a 16-week enterprise project.

  1. Week 1
    01

    Understand the problem

    We spend the first week understanding the problem, not presenting a solution. Discovery session, interviews with the people closest to the work, workflow mapping, and a technical audit of what you already have. You leave knowing exactly what's broken and why previous attempts didn't fix it.

  2. Weeks 2–3
    02

    Prototype

    Low-fidelity wireframes before any code is written. You see the product before we build it. Scope, timeline, and fixed price locked at this stage. No surprises after work starts.

  3. Weeks 4–12
    03

    Build MVP

    Bi-weekly agile sprints. Weekly progress calls. Direct access to the team and project management tools. Working software at the end of every sprint. Not a big-bang delivery at the finish line.

  4. Weeks 12–16
    04

    Launch & Grow

    Production deployment, QA sign-off, load testing, and team handover. You own the full codebase from day one. We stay on for post-launch iteration and support, then our growth team takes it to market. Nothing gets thrown over the wall.

Stay on topic

More on workflow automation

Frequently asked questions

The best RPA candidates in retail are high-volume, rule-based processes where staff are copying data between systems or following a defined checklist. Top candidates: (1) Purchase order management, bots raise POs in your ERP from approved requisitions, track supplier acknowledgements, and flag delivery discrepancies. (2) Multi-channel price updates, bots propagate price changes from a master price file to your website, marketplaces, and POS systems. (3) Inventory reconciliation, bots match physical counts against system records and flag discrepancies for review. (4) Supplier invoice matching, three-way match (PO, receipt, invoice) automated to catch exceptions without staff processing every invoice manually. (5) Customer returns and refunds, bots process return requests, check eligibility, trigger refunds in payment systems, and update inventory. (6) Promotional pricing, bots activate and deactivate promotional prices on schedule across all channels.

We integrate with the systems your retail operation already uses, SAP Retail, Oracle Retail, Microsoft Dynamics, NetSuite, Shopify, Magento, WooCommerce, Amazon Seller Central, Google Shopping, and custom ERP/POS systems. Integration approach depends on what each system exposes: API integration where available (faster, more reliable), UI automation for systems without APIs (bots interact with the interface as a user would), and database integration for on-premise systems where appropriate. We document the integration architecture during scoping and tell you the right approach for each system.

Yes, multi-channel price synchronization is one of the most common retail RPA use cases. The automation runs when prices are updated in your master price file or ERP: the bot extracts the updated prices, transforms them for each channel's format and rules (e.g., Amazon has different pricing constraints than your own website), and updates each channel via API or UI. The bot logs each update and flags any that fail for manual review. Price changes that would take a merchandising team member 2-3 hours to push across 4 channels run in minutes. We handle channel-specific complexity: marketplace pricing rules, MAP enforcement, promotional price scheduling.

A focused retail RPA system, one process automated (e.g., purchase order creation and tracking, or multi-channel price updates) with ERP and channel integrations, typically runs $15,000--$40,000. A broader retail automation program covering multiple processes (purchasing, pricing, invoicing, and returns) across multiple systems runs $40,000--$100,000. Cost depends on the number of processes, the complexity of the system integrations, and the volume of channels to connect. We scope every project before pricing it.

Work with us

Tell us what you need. We'll tell you what it would take.

We scope RPA in Retail in 30 minutes. You walk away with a clear cost, timeline, and approach. No commitment required.

  • Scope and cost agreed before work starts. No surprises. No obligation.
  • Working prototype within 3 weeks of kickoff.
  • Pay by milestone. You see progress before each invoice.
  • 60-day post-launch warranty. Bug fixes, UI tweaks, and deployment support. No retainer.
  • All conversations are NDA-protected.