Industries
Retail AI that sells more and runs smoother
We build retail systems that forecast demand, handle traffic spikes, and take repetitive work off your team's plate. Agents, search, vision, and simulation, assembled around the problems that actually matter.
Workflows and automation
Retail has too many moving parts to manage by hand. We wire together the systems that handle orders, returns, inventory, and pricing, so your team stops firefighting and starts operating.
- Order routing that handles exceptions without waking someone up
- Returns classification and restocking that keeps stock accurate
- Inventory sync across channels, with conflict handling built in
- Pricing that responds to demand, competitors, and margin goals
Agents for retail
Some retail work is too variable for a hardcoded rule, but too repetitive for a person. We build agents that handle those gray areas: shopping help, returns, procurement, and merchandising, and hand off when a human needs to step in.
- Shopping assistants that actually know your catalog
- Service agents that resolve multi-turn issues and escalate cleanly
- Procurement agents that compare terms across suppliers
- Merchandising agents that tune promotions based on what's moving
Search and product discovery
Customers don't search in keywords; they search in intent. I build discovery systems that understand what they mean, pull from your catalog and docs, and answer follow-ups instead of dumping a list of links.
- Semantic search over products, reviews, and policy docs
- Visual search: snap a photo, find the match
- RAG agents that answer returns, warranty, and sizing questions
- Conversational discovery with comparison and refinement
Monitoring and observability
Retail moves fast, and problems get expensive quickly. We set up monitoring that catches traffic spikes, fraud patterns, inventory drift, and model degradation, and tells you why, not just that something broke.
- Anomaly detection on sales velocity, traffic, and conversion
- Fraud scoring with real-time alerts and escalation
- Tracing across services and model calls so issues are easy to locate
- Model drift detection with retraining triggers you control
Supply chain visibility
You can't fix what you can't see. I build supply-chain views that track shipments, predict delays, and flag supplier risk before it cascades into a stockout.
- Shipment tracking with predictive ETAs
- Multi-tier supplier risk monitoring from news, weather, and logistics signals
- Disruption alerts with suggested next steps
- Inventory dashboards across warehouses, stores, and in-transit stock
Computer vision
Cameras can see what spreadsheets miss. We build vision systems for shelf compliance, planogram checks, checkout-free stores, and quality inspection, the practical stuff that keeps stores running.
- Shelf compliance and out-of-stock detection
- Planogram verification that flags gaps and triggers restocking
- Checkout-free store tracking with multi-camera fusion
- Visual quality inspection before products reach customers
Data analysis
Your transaction data already knows what customers want. We turn it into segmentation, basket analysis, cohort tracking, and plain-language reports. No monthly spreadsheet marathon required.
- Customer segmentation that updates as behavior changes
- Basket analysis for cross-sell and upsell recommendations
- Cohort and lifetime-value models with retraining built in
- Natural-language reporting: ask a question, get a chart
Digital twins
Why guess when you can simulate? I build digital twins of stores, warehouses, and supply chains so you can test layouts, throughput, and demand spikes before committing real money and inventory.
- Store layout simulation with foot traffic modeling
- Warehouse twins for throughput and bottleneck analysis
- Demand scenario planning for peaks, sales, and competitor moves
- Inventory flow simulation across the full distribution network
Humanoid robotics
Robotics in retail is moving from demo to deployment. We help integrate humanoid and mobile robots for picking, packing, inventory scanning, and last-mile delivery, with safety and human-in-the-loop controls from the start.
- Warehouse picking and packing workflows
- Autonomous inventory scanning and shelf audits
- Last-mile delivery robots for store-to-door fulfillment
- Human-robot collaboration with safety guardrails
Let's talk retail
Tell me what slows your operation down or where you're leaving revenue on the table. I reply within one business day.
hello@vibecodingagency.com