Retail
Recover store hours. Reduce stockouts. Protect margin across every channel.
Your team should not be spending the day answering the same order questions, checking inventory by hand, rebuilding sales reports, chasing supplier details, or reconciling POS and ecommerce data in spreadsheets.
MVP.dev builds AI automation systems for retail operators that plug into the tools you already use, including Shopify, Shopify POS, Lightspeed Retail, Square for Retail, Clover, BigCommerce, WooCommerce, Adobe Commerce, NetSuite, QuickBooks Online, Cin7, Brightpearl, ShipStation, Klaviyo, Gorgias, Zendesk, Loop Returns, and AfterShip.
We help retailers reduce repetitive support work, catch supplier and invoice issues earlier, see margin faster, and give store and ecommerce teams time back for selling.
Production-ready in 3 to 4 weeks.
Get a Workflow Fit Assessment See the Retail Automation DemosBuilt for retailers with sales demand, but too much work trapped between systems
This is for independent retailers, multi-location stores, ecommerce brands, omnichannel operators, specialty retail chains, and retail teams that are already running on real tools but still depend on too much manual follow-up.
You are likely a strong fit if:
- Your team answers the same product, order status, return, and store policy questions every day
- Inventory, sales, and margin visibility still depends on exports and spreadsheets
- Supplier invoices, POs, credits, or chargebacks are checked manually
- Store teams lose selling time to admin, reporting, or customer follow-up
- You use Shopify, Lightspeed, Square, Clover, NetSuite, Cin7, Brightpearl, or similar retail systems
- You want the workflow improved inside your current stack, not a disruptive software migration
If your retail operation is growing but the back office still runs on manual lookup, manual review, and manual reporting, there is almost certainly margin and labor capacity leaking out of the business.
The fastest wins we usually find
Online shoppers getting stuck before checkout
A shopper who cannot find the right product, confirm fit, or get a simple order answer often leaves without buying.
We build retail concierge workflows that answer product questions, check order status, recommend products, and recover abandoned carts using your catalog, policies, and customer context.
The goal is simple:
- More questions answered before a ticket is created
- More shoppers guided to the right product
- Cart recovery handled without another manual campaign
- Order status answers without staff lookup
For many retailers, this can reduce repetitive chat and email volume by 20 to 30 percent while recovering revenue from carts that would otherwise go cold.
See the Shopify Concierge Demo →Returns, exchanges, and policy questions eating the day
Support teams do not need to rewrite the same answer 40 times. They need accurate drafts, clear escalations, and fewer tickets that require human work.
We build customer service systems that read your return policy, shipping rules, warranty language, product details, and prior support patterns, then draft replies or route exceptions to the right person.
Your team gets:
- Cited answers from approved policies
- Ticket classification by issue type
- Draft replies for human review
- Escalation for refunds, damaged goods, VIP customers, or edge cases
Retail teams often reclaim 8 to 15 hours per week by reducing repetitive support writing and manual policy lookup.
See the Customer Service Agent Demo →Margin visibility stuck in spreadsheets
If yesterday's sales, returns, ad spend, inventory, and gross margin live in separate reports, managers are making decisions late.
We build operating dashboards that pull from your POS, ecommerce platform, accounting system, ad platforms, shipping tools, and inventory systems so owners can see what changed and what needs attention.
Each weekly view can show:
- Top products by margin, not just revenue
- Slow-moving inventory and stockout risk
- Return rate changes by product or channel
- Store, channel, and campaign performance
- Three recommended actions for the week
The goal is not another dashboard. The goal is cutting 4 to 8 hours of reporting work per week and making margin decisions before the month is over.
See the Executive Dashboard Demo →Supplier invoice and PO review before margin disappears
Small invoice errors, missed credits, duplicate charges, and PO mismatches do not look dramatic one at a time. Over a month, they can erase margin.
We build supplier review workflows that compare invoices to POs, receiving records, vendor history, contract terms, expected pricing, and unusual amount patterns before approval.
Your team gets a short review memo that answers:
- Does this supplier match our records?
- Does the invoice match the PO or receiving data?
- Are quantities, discounts, freight, or credits unusual?
- Should this be approved, reviewed, or escalated?
For retailers with steady purchasing volume, this can catch preventable leakage and reduce manual invoice review from 10 or more hours a week to a focused exception queue.
See the Invoice Due Diligence Demo →Your current tools stay in place
We build the workflow layer around your existing retail environment.
Supported and common systems include:
Your POS stays where it is. Your ecommerce store stays where it is. Your inventory, support, shipping, and accounting systems stay in place.
We add the workflow layer that reads, routes, reviews, summarizes, alerts, and writes back only where appropriate.
Three focused offers
Customer Support Deflection System
For retailers losing too many staff hours to repetitive product, order, return, and policy questions.
Includes
- Support workflow mapping
- Policy and knowledge base review
- Product and order-status answer flows
- Ticket classification
- Human review queue
- Escalation rules
- Draft reply templates
- Performance reporting
Best for
- Ecommerce retailers
- Omnichannel stores
- Support teams with high repeat-ticket volume
- Brands with complex return, warranty, or shipping policies
Retail Margin and Inventory Dashboard System
For owners and operators who need faster visibility into sales, stockouts, returns, ad spend, and gross margin.
Includes
- POS and ecommerce data review
- Inventory and sales feed connections
- Margin KPI dashboard
- Return and stockout alerts
- Weekly operating narrative
- Recommended action summaries
- Owner and manager views
Best for
- Multi-location retailers
- Shopify and POS operators
- Specialty retail chains
- Teams managing inventory across stores and ecommerce
Supplier Invoice and PO Control System
For retailers checking supplier invoices, purchase orders, receiving records, and credits by hand.
Includes
- Supplier invoice intake
- PO and receiving match logic
- Vendor history checks
- Pricing and discount variance review
- Duplicate and unusual charge flags
- Approval routing
- One-page review memos
- Audit logs
Best for
- Retailers with frequent supplier purchasing
- Multi-store operators
- Inventory-heavy businesses
- Teams trying to protect gross margin before payment
Start with one workflow. Prove the ROI. Expand from there.
You do not need a full retail transformation project to get value.
The safest path is to pick one painful workflow, improve it, measure the results, and then expand once the system proves itself.
Most retailers start with one of these:
- Customer service reply drafting and escalation
- Product finder and cart recovery
- Order status and return policy answers
- Margin and inventory reporting
- Supplier invoice and PO review
- Store task routing and manager alerts
This keeps the first project focused, measurable, and easier to approve.
Typical engagement range
Most retail automation builds start with a focused pilot.
Starter Workflow Pilot
Best for one high-value workflow
$7,500 to $15,000
Retail Automation Buildout
Best for multiple workflows, locations, or sales channels
$15,000 to $40,000
Ongoing Optimization and Support
Best for retailers that want continuous improvement, reporting, new workflows, and support
$1,500 to $7,500 per month
Final pricing depends on workflow count, system access, data quality, sales channel complexity, approval rules, support volume, and whether the workflow writes back into production systems.
The first step is not a giant commitment. It is a workflow fit assessment that identifies the fastest path to measurable ROI.
What waiting costs
Manual retail workflows do not just waste time. They quietly drain margin and cap growth.
Every month you delay:
- Store and support teams spend selling time on repetitive questions
- Shoppers abandon carts when answers come too late
- Managers make inventory decisions from stale reports
- Supplier errors and missed credits are caught after margin is already gone
- Returns, exchanges, and policy exceptions stay stuck in inboxes
- Growth requires more headcount instead of better operating leverage
If your retail team is already stretched, automation is not a shiny side project. It is how you protect margin and create capacity without simply adding more people.
How the engagement works
Week 1: Find the highest-value leak
We review your support flow, POS and ecommerce reporting, supplier invoice process, inventory visibility, return workflow, or store operations process.
You get:
- Workflow map
- Automation opportunity ranking
- KPI targets
- Fixed-scope recommendation
- Implementation plan
We define success before building anything.
Week 2: Build against your real workflow
We connect to the systems, documents, exports, product catalog, policies, order data, supplier records, or reporting sources needed for the selected workflow.
We build around your actual retail operation, not a generic ecommerce template.
Week 3: Test, tune, and review
We run real historical examples through the workflow in staging. This can include prior tickets, abandoned carts, order lookups, supplier invoices, PO records, or sales reports so the system can be tested against known outcomes.
You see:
- Accuracy results
- Exceptions
- Failure cases
- Confidence thresholds
- Review queue behavior
- Estimated time or margin impact
Nothing goes live until the workflow is validated.
Week 4: Deploy, monitor, and support
We deploy the workflow, train the relevant users, monitor initial results, and support the first production cycle.
You get:
- Production workflow
- Dashboard or review queue
- Documentation
- Admin handoff
- 30 days of support
- Recommendations for the next workflow
Most builds are designed to pay back in 6 to 8 weeks of live use, depending on volume, labor cost, revenue recovery, workflow scope, and how much staff time is recovered.
Built for retail systems with customer, payment, and order data
Retail automation has to be controlled, permissioned, and safe around customer records, order history, and payment environments.
Our systems are designed around:
- Least-privilege access
- Encrypted data in transit and at rest
- Role-based permissions for stores, managers, and admins
- PCI-aware design that avoids storing raw card data
- Human review thresholds for refunds, credits, and customer exceptions
- Audit logs for AI-assisted decisions
- Source-grounded answers from approved policies
- Customer PII handling and retention controls
- Write-back controls for POS, ecommerce, support, and accounting systems
For retailers with PCI, SOC, vendor security, privacy, or franchise requirements, we design the implementation around your security rules from the start.
Example outcomes
| Workflow | Before | After |
|---|---|---|
| Customer support tickets | Staff manually answer repeated order, return, and policy questions | Common questions drafted or answered, exceptions escalated |
| Product discovery | Shoppers leave when they cannot find the right item or size | Guided product answers and cart recovery inside the shopping flow |
| Margin reporting | POS, ecommerce, ads, returns, and inventory reviewed in separate exports | Weekly margin dashboard with a short action narrative |
| Supplier invoice review | PO, receiving, freight, discount, and credit checks done manually | Exception memo before approval or payment |
| Store operations follow-up | Managers chase tasks, stock issues, and customer callbacks by text or email | Prioritized queue with alerts, owners, and status visibility |
Why MVP.dev
MVP.dev builds AI business operating systems, internal tools, and automation layers for companies that need real operational outcomes, not AI experiments.
You get:
- 25 years of software architecture and delivery experience
- AI automation strategy and implementation under one roof
- Practical systems built around existing retail workflows
- Human-in-the-loop design where accuracy matters
- Clear KPIs before development starts
- Production-minded delivery, not prototype theater
The goal is not to impress your team with AI.
The goal is to give them time back, reduce operational drag, protect margin, and help the business sell more with the people and systems it already has.
Building the operating playbook too?
Our partners at osforyour.business/retail cover the org-design, process, and people side of running a modern retail operation. We handle the execution layer that makes it run, so the system they help you design actually delivers the hours and margin back.
Frequently Asked Questions
How much time or money can this save?
It depends on ticket volume, order volume, supplier complexity, and number of locations. A typical small-to-mid retail team can often reclaim 8 to 20 staff hours per week from support drafting, order lookup, reporting, and supplier review. For inventory-heavy operators, cleaner invoice and PO checks can also help protect $2,500 to $10,000 per month in margin leakage from missed credits, duplicate charges, freight issues, or pricing errors. During Week 1, we define the target KPIs before the build starts.
Will this replace Shopify, Square, Lightspeed, Clover, or our POS?
No. The goal is to improve the workflow around your current stack, not force a migration. Your POS, ecommerce store, support desk, inventory platform, shipping tools, and accounting system stay in place. The workflow layer reads, routes, summarizes, and writes back only where appropriate and approved.
Can this work across stores and ecommerce at the same time?
Yes. We can design workflows for omnichannel retail operations where online orders, in-store purchases, returns, inventory, and customer records live in different systems. Each location or channel can have its own rules, permissions, and reporting view.
Can it answer customer questions without creating risk?
Yes, with controls. Answers can be grounded in approved product data, shipping rules, return policies, warranty terms, and order-status data. Sensitive cases like refunds, chargebacks, damaged goods, angry customers, or VIP accounts can be routed to a human review queue.
Can this help with inventory and stockouts?
Yes, if the required data is available from your POS, ecommerce, or inventory system. We can surface slow-moving items, fast sellers, low-stock risk, return spikes, and margin changes. The system does not need to replace your inventory platform. It helps managers see and act on the data faster.
Is this safe around payment and customer data?
We design retail workflows with PCI-aware boundaries, least-privilege access, encryption, audit logs, role-based permissions, and controls around customer PII. In most cases, the system should not store raw card data. We work with your security requirements before production deployment.
What is the first step?
Start with a workflow fit assessment. We identify the workflow with the highest ROI potential, estimate the time, margin, or revenue impact, and recommend a focused pilot. You will know what should be built, why it matters, what it should cost, and how success will be measured before committing to a full implementation.
Get the hours and margin back
If your retail team is still relying on manual ticket replies, spreadsheet reporting, supplier checks, order lookups, or manager follow-up, there is likely a faster way to run the operation.
MVP.dev can help you identify the highest-value workflow, build the automation layer, and deploy it inside your current retail stack.
Get a Workflow Fit Assessment See the Retail Automation Demos