Every Commercial Decision Is Data-Driven
Static pricing, broad promotions, and reactive merchandising no longer maximize growth - every commercial decision should be informed by demand signals and customer intelligence.
Business Function · Sales & Merchandising
Sales, Priced, Promoted, Won
From Pricing to Promotions
Transform pricing, promotions, assortment planning, merchandising, sales intelligence, and retail execution with production-grade AI systems built for modern commercial organizations.
How Modern Commerce Operates
Every Commercial Decision Should Be Data-Driven
Static pricing, broad promotions, and reactive merchandising no longer maximize growth. Affine helps enterprises build continuously learning commercial ecosystems where pricing, promotions, merchandising, and customer engagement optimize themselves in real time.
02
Personalization Extends Beyond Marketing
Modern commerce requires individualized pricing, recommendations, promotions, and assortment experiences - not just personalized messages.
03
Revenue Optimization Requires Real-Time Intelligence
Sales, inventory, customer demand, and competitive signals must continuously inform commercial decisions - not weekly reports.
04
AI Connects Strategy to Store-Level Execution
Commercial intelligence only creates value when it translates into measurable frontline execution at the shelf, screen, and channel.
Affine POV
“Affine helps enterprises build continuously learning commercial ecosystems where pricing, promotions, merchandising, and customer engagement optimize themselves in real time.”
Command the New
AI Agents for Sales & Merchandising
AI Agents Powering Intelligent Commercial Operations
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Agent 01
Planogram Agent
“Every inch of shelf space optimized, compliant, and revenue-ready.”
AI-powered shelf optimization and retail compliance intelligence platform.
Key Capabilities
- Automated AI-driven planogram generation using sales and demand signals
- Intelligent shelf allocation and inventory-aware space optimization
- Real-time visual compliance monitoring across retail environments
Business Impact
- Maximize revenue generated from high-value shelf real estate
- Reduce out-of-stock risks and lost sales opportunities
- Improve execution consistency across retail and trade channels
Proof, Not Promises
Sales & Merchandising AI in Production
Personalized Promotions Recommendations
ML-powered personalized promotions recommendation engine generating individualized promotional offers for every customer weekly.
Measured Impact
- →Generated $1M revenue impact within 10 weeks
- →Increased conversion rates by 0%
- →Improved promotion redemption rates by 0%
Promotion Optimization
Clearance Pricing for a Leading US Retailer
AI-driven markdown optimization platform recommending optimal clearance pricing across products and inventory lifecycles.
Measured Impact
- →Delivered 5–23% incremental revenue uplift
- →Optimized markdown lifecycle management
- →Reduced excess inventory dumping and margin erosion
Markdown Pricing · Retail
Sales Forecasting for a Technology Major
ML-powered sales forecasting engine enabling B2B sales teams and channel partners to improve forecasting accuracy and sales planning effectiveness.
Measured Impact
- →Reduced manual forecasting effort across partners and product lines
- →Enabled optimized quota allocation and sales planning
- →Improved sales rep incentivization through better forecast accuracy
Sales Forecasting · B2B
Dynamic Cashback Optimization for a Global OTA
Real-time ML-based cashback optimization engine to personalize incentives and maximize booking conversions.
Measured Impact
- →Improved conversion rates by 0%
- →Increased promotional lift by 0%
- →Reduced manual optimization effort significantly
Cashback · Travel
Promotion Optimization for a Retail Organization
AI-powered promotion optimization engine using price elasticity and response modeling to optimize discounts and targeting.
Measured Impact
- →Improved revenues by 5–15% across categories
- →Delivered unit sales lift between 6–15%
- →Enabled precision targeting through intelligent promotion design
Promotion Engine · Retail
AI-Powered Digital Wardrobe & Similarity Search
AI-powered digital wardrobe and visual similarity search platform enabling intuitive fashion discovery and personalized shopping journeys.
Measured Impact
- →Delivered personalized and context-aware product recommendations
- →Improved visual search accuracy and shopping efficiency
- →Simplified wardrobe organization and product discovery experiences
Visual Search · Fashion
Where AI Works
Where AI Creates Measurable Commercial Impact
Industry Challenge
AI Outcome
Affine Solutions
Ineffective promotions and discount leakage
Optimized pricing and promotional effectiveness
AI-Powered Promotion & Pricing Intelligence
Fragmented customer purchase behavior
Hyper-personalized recommendations and targeting
Customer Propensity · Recommendation Engines
Poor shelf execution and merchandising inconsistency
Real-time retail execution intelligence
Manual assortment and inventory decisions
Demand-aware commercial planning
AI-Driven Assortment & Merchandising Optimization
Low product discoverability in digital commerce
Faster and more relevant product discovery
Delayed sales and revenue insights
Real-time commercial intelligence
Start Here
Build AI-Native Commercial Operations
Transform pricing, promotions, merchandising, recommendations, and revenue intelligence with production-grade AI systems built for modern commercial enterprises.