Hallon AI
Platform

Retail Agentic Engine for Merchandisers

Work with AI agents that understand your business context. Interact, iterate, and collaborate in natural language to make better merchandising decisions faster.

Enterprise-ready
Priced by value impact
Personal Account Manager
Strategy Agent
Retail Merchandiser Agent
Conversational AI

Interact and Iterate in Human Language

Unlike traditional analytics tools that require complex queries, our agents understand natural language. Give instructions, ask questions, explore scenarios, and refine recommendations through multi-turn conversations—just like working with your best analyst.

  • Give strategic instructions: 'Help me gain market share in Women's Outerwear'
  • Ask complex questions: 'What's driving margin decline in Dairy?'
  • Explore scenarios: 'What if we match Competitor X on these SKUs?'
  • Iterate on recommendations until they're exactly right for your business
Intelligent Model Selection

The Right AI Model for Every Task

Our agentic engine dynamically selects the optimal AI model based on the task at hand. Image generation tasks use vision models, quick responses use fast inference models, and complex planning tasks use advanced reasoning models—all automatically.

  • Vision models for presentations and visual content generation
  • Flash models for quick, responsive interactions
  • Reasoning models for complex strategic planning and analysis
  • Automatic selection—no configuration needed from your team
Intelligent Routing

Right Model for Every Task

User Query

"What's my current stock level for SKU-12345?"

Deep Domain Knowledge

What Our AI Understands

Pricing Science

Price ElasticityCross-ElasticityDemand CurvesOptimization

Demand Forecasting

Trend AnalysisSeasonalityPrice EffectsExternal Factors

Category Strategy

Category RolesGood-Better-BestPrice FamiliesKVIs

Markdown Mastery

Sell-ThroughClearance TimingDepth StrategyAging Curves
Generic AI vs Retail-Native AI
AI

"I can help you set prices for your products."

"Based on elasticity analysis, I recommend a 5% price decrease on your high-velocity KVIs to drive traffic, while protecting margin on destination category items."

Deep Domain Knowledge

Retail-Native AI, Not Generic Chatbots

Generic AI tools don't understand retail. Our agents are built with deep domain expertise—fluent in demand forecasting, price elasticity, category roles, markdown optimization, and competitive positioning. They speak your language and understand your challenges from day one.

  • Native understanding of retail concepts: KVIs, price families, sell-through curves
  • Demand forecasting: trend analysis, seasonality, price-related factors
  • Strategic frameworks used by Fortune 500 merchandising teams
  • Industry-specific knowledge across Fashion, Grocery, Health & Beauty, and more
Always Working

Proactive Recommendations, 24/7

While you sleep, our agents are continuously monitoring your business—identifying pricing opportunities, competitive threats, and inventory risks. Recommendations surface automatically in your activity feed, so you never miss an opportunity.

  • Continuous monitoring across your entire assortment
  • Automatic alerts for competitive price changes
  • Early warnings for stockout risks and demand shifts
  • Opportunity quantification with estimated margin impact
Today's Recommendations
4 new

Pricing Opportunity Detected

+$285K margin

127 products in Electronics can increase margin without losing volume

Competitor Price Alert

Action needed

15 KVIs are now 8% above competitor average

Markdown Recommendation

+$92K recovery

43 slow-moving items ready for clearance

Replenishment Alert

Order now

12 fast-sellers projected to stockout in 5 days

Estimated from Recommendations
+$377K Impact

How It Works

1

Connect Your Data

We securely ingest your transaction, inventory, and product data—integrating with your existing systems

2

Configure Your Strategy

Define your pricing rules, category roles, competitive targets, and business constraints

3

Agents Analyze Continuously

AI agents work around the clock, identifying opportunities and risks across your entire assortment

4

Review & Iterate via Chat

Review recommendations and iterate with the agent through natural conversation—refine strategies, explore scenarios, and approve changes with confidence

Ready to Give Your Team an AI-Powered Edge?

Schedule a demo to see how our AI agents can transform your merchandising operations.

Enterprise-ready
Priced by value impact
Personal Account Manager