🛍️ Retail Agents

Inventory velocity. Sovereign execution.

Deploy autonomous retail agents across inventory forecasting, dynamic pricing, and returns processing—on your infrastructure. Sales data and customer profiles never leave your environment.

Customer PII and sales data stays in your VPC. Zero data egress.
Integrates with Shopify, Salesforce Commerce, Netsuite.
Agents are one-time assets. Annual Assurance covers updates.
Retail Data Sovereignty
  • Customer purchase history stays on-prem
  • Pricing strategies you control
  • Inventory data stays on your cloud
  • No third-party training on your sales
📦 Inventory Forecasting
💲 Price Optimization
📸 Product Catalog
↩️ Returns Processing

Retail moves fast. Admin slows it down.

Your merchants want to sell. Your team is stuck managing spreadsheets.

  • Stockouts kill conversion. Predicting inventory needs manually leads to lost sales.
  • Dynamic pricing is a war. Manual updates can't keep up with competitors' algorithms.
  • Catalog management is tedious. Tagging images and writing descriptions consumes creative teams.
  • Returns are a profit leak. Manual processing and lack of "save the sale" offers hurt margins.
  • Every SaaS AI tool wants to process your customer data on public cloud infrastructure you don't control.
  • Demand planning is often a guess. Without data-driven signals, you overstock or understock.
30%
reduction in spoilage/overstock with AI forecasting

Your brand generates massive data. Instead of using it to personalize and predict, you use it to react to yesterday's sales. The thread between customer intent and fulfillment breaks.

Measurable outcomes across the shopping journey

Deploy autonomous agents that handle the heavy lifting of backend operations while your team focuses on brand and customer experience.

15-30%
Less Overstock

Automated forecasting reduces spoilage and holding costs significantly.

6%
Margin Uplift

Dynamic pricing agents adjust to elasticity, maximizing profit per unit.

40%
Fewer Tickets

Proactive return communication reduces "Where is my refund?" inquiries.

Thousands
Saved on Photos

AI-generated on-model imagery replaces expensive photoshoots.

Agents trained on your catalog. Not generic datasets.

We treat retail agents like new merchandisers—trained on your product attributes, your pricing rules, your brand voice. They earn autonomy by making decisions that drive GMV.

01

Architect the Outcome

Define your margin goals, stock safety levels, and brand voice. We write the Agent Job Description: when to discount, how to describe a product, what returns to auto-approve. Your rules. Your brand.

02

Engineer the Reality

Deploy Loom on your infrastructure. Connect to Shopify, ERPs, and PIMs. Train agents on your historical sales data and product imagery. Build custom workflows with Weaver.

03

Hand Over the Keys

You own the agents, the customer data, and the complete transaction history. Your team is trained to operate and extend. Weaver transfers to you—build the next retail workflow without us.

Production-ready retail agents. Deploy in days.

Start fast with Marketplace agents. Build deep with Weaver for custom workflows. Either way, your sales data stays on your infrastructure.

📦

Inventory Forecasting Agent

Prediction · Replenishment · POs

Predicts stock needs for specific SKUs for the next 2-4 weeks. Prevents stockouts without overstocking. Automatically drafts Purchase Orders (POs) for approval based on historical data and trends.

Your sales history. Your stock rules. Inventory data stays private.

Learn More →
💲

Price Optimization Agent

Dynamic Pricing · Elasticity · Competitors

Adjusts prices in real-time based on competitor moves, demand spikes, and inventory levels. Uses price elasticity models to maximize margin without sacrificing volume.

Your pricing strategy. Your margin floors. Pricing logic runs locally.

Learn More →
📸

Product Catalog Agent

Tagging · SEO · Imagery

Automatically tags images, writes SEO-optimized descriptions, and standardizes measurements. Generates on-model imagery from mannequin photos, saving thousands on photoshoots.

Your brand voice. Your product assets. Catalog data stays sovereign.

Learn More →
↩️

Returns Processing Agent

Approvals · Labels · Retention

Automates return approvals and label generation. Creates "Save the Sale" offers (e.g., bonus credit vs. refund). Proactively communicates status to reduce support tickets.

Your return policy. Your retention offers. Customer data never leaves.

Learn More →
🔮

Demand Planning Agent

Strategy · Trends · Development

Strategic, long-term prediction. Answers "What product lines should we develop for next season?" based on market signals and historical performance. Reduces risk in new product development.

Your market data. Your strategic goals. Planning data stays internal.

Learn More →
🛍️

Personalization Agent

Recommendations · Styling · Upsell

Delivers hyper-personalized product recommendations and styling advice to customers in real-time. Analyzes browsing behavior and purchase history to increase average order value (AOV).

Your customer profiles. Your recommendation logic. Data stays sovereign.

Learn More →

Plugs into your Store. No rip-and-replace.

Your Platform. Your ERP. Your Cloud.

Loom deploys as an intelligent layer above your existing retail stack—not a replacement. Connect to your current systems through standard APIs. Same data sources. Same security controls. New operational velocity.

E-commerce: Shopify, Magento (Adobe), BigCommerce
Marketplaces: Amazon, Walmart, eBay
ERP/Ops: NetSuite, Cin7, Brightpearl
Marketing: Klaviyo, Yotpo
🛍️
Shopify
📦
Amazon
☁️
NetSuite
🔶
Magento
📧
Klaviyo
Custom APIs

Your Merchants know the trends. Capture that.

Weaver turns retail intuition into production logic.

Your best merchants know things that aren't in the data—why a certain color is trending, how to bundle products for a holiday, when to clear out stock. That institutional knowledge is your brand's edge.

Weaver captures it. Our engineers sit with your merchandising experts. Weaver translates how they actually plan and sell into agent logic that runs at scale. Custom agents in weeks, not months.

Weaver transfers to you. Build future retail agents yourself.
Train agents on your specific product history and seasonality.
Full source code. Extend and modify without asking permission.
1
Merchants describe how they plan inventory or set prices
2
Weaver converts conversation into executable agent logic
3
Test against historical sales data, refine with feedback
4
Production agent driving sales with your brand DNA

Agents you buy. Platform you subscribe to keep safe.

You own the agents outright—one-time purchase, full source code. Annual Assurance keeps your platform secure with updates to Sentinel and Gateway.

🤖

Agents (One-Time)

Pay once. Own the asset. Full source code on Google ADK. Cloud-agnostic. Fully portable.

🏗️

Loom Platform

Deployed on your infrastructure. Customer data and pricing logic never leave your environment.

🛡️

Annual Assurance

Security updates (Sentinel), model compatibility (Gateway), and platform support. You own agents; you subscribe to safety.

🔧

Weaver Builder

Build future retail agents independently. Your team trained to operate and extend.

Stop Guessing Inventory. Start Automating Growth.

30-minute architecture review. We'll identify your first retail agent and map the path from thread to fabric. 4-8 weeks from kickoff to production.

Book a Review