Algorithmic Commerce
E-commerce platforms driven by recommendation engines and dynamic pricing algorithms to maximize revenue per session.
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Key Capabilities
Dynamic Pricing Engines
Algorithms that adjust prices in real-time based on demand, competitor data, and inventory levels to maximize margin.
Hyper-Personalized Search
Search results that re-rank automatically based on the user's purchase history and browsing intent.
Visual AI Search
Allowing users to search for products using images, powered by computer vision models.
Probabilistic Conversion Engines
Optimizing the 'Path to Purchase' with mathematical precision.
We treat commerce not as a catalog, but as a mathematical optimization problem. We map the entire 'Conversion Funnel' as a probabilistic graph, identifying where user intent drops off.
To plug these leaks, we inject 'Dynamic Pricing Neurons' - algorithms that adjust pricing strategies in real-time based on inventory levels, competitor data, and demand elasticity to maximize margin without sacrificing volume.
We decouple the frontend from the backend (Headless Commerce), allowing for millisecond page loads and fluid, app-like experiences. This speed, combined with hyper-personalized product ranking, dramatically increases Average Order Value (AOV).
Our Methodology
A structured approach to delivery that ensures consistency and quality.
Data Unification
Consolidating customer data from POS, web, mobile, and social channels into a single Customer Data Platform (CDP).
Algorithm Training
Feeding historical purchase data into our recommendation and pricing engines to identify patterns and elasticity.
UX Integration
Embedding personalized widgets (e.g., 'You May Also Like', 'Recently Viewed') seamlessly into the shopping experience.
Performance Tuning
Running multivariate tests on pricing strategies and recommendation algorithms to maximize conversion value.
Technology Stack
Built on modern, enterprise-grade frameworks and infrastructure.
Commerce Platforms
Search & Discovery
Data & Analytics
Why Choose RSA Tech
Delivering measurable impact through verified engineering excellence.