E-COMMERCE & RETAIL · AI ENGINEERING

AI engineering for E-commerce & Retail

Industry-specific AI deployments for Heads of Engineering, VPs of Product, Chief Digital Officers at DTC brands, marketplaces, and large retailers. Compliance-aware architectures, real outcomes from BearPlex case studies in this vertical.

Autonomous AI Agents

Ecommerce AI agents drive conversion through better search and discovery, automate customer service tier-1 interactions, personalize merchandising at the shopper level, monitor fra...

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RAG & Knowledge Systems

Ecommerce RAG systems power conversational shopping (semantic + visual search, product discovery), customer support deflection (order status, returns, sizing), and personalization ...

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Model Engineering & Fine-Tuning

Ecommerce ML powers the systems that determine what customers see: product recommendations, search result ranking, personalized merchandising, dynamic pricing, demand forecasting. ...

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Data Pipelines & MLOps

Ecommerce data pipelines unify the fragmented data ecosystem most ecommerce companies struggle with (Shopify / BigCommerce / custom storefront events, Klaviyo / Attentive marketing...

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Interface Design & UX Engineering

Ecommerce interface design directly affects revenue: storefront UX determines browse-to-conversion ratio; checkout design determines abandonment rate; AI-augmented features (search...

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Enterprise Platform Engineering

Ecommerce enterprise AI platforms consolidate AI infrastructure across the multiple AI initiatives ecommerce companies typically run: recommendation, search, customer service, mark...

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Integrated Teams

Integrated engineering teams from BearPlex embed into ecommerce organizations for 6-18 month engagements, typically 3-6 engineers with ecommerce-specific expertise (Shopify / BigCo...

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RLHF & AI Alignment

Ecommerce RLHF and alignment work shapes AI behavior to support conversion and brand consistency: brand voice alignment, conversion-optimized response patterns, customer trust sign...

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Sovereign Cloud Infrastructure

Ecommerce sovereign cloud infrastructure deploys AI workloads with customer data residency requirements satisfied: multi-region deployment for EU / US / APAC customers, GDPR-compli...

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Application Security & Penetration Testing

Ecommerce application security with AI focus covers customer-facing AI security testing, fraud-aware AI red-teaming, multi-brand AI security, and the security engineering that cons...

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