E-commerce & Retail Solutions
Data Engineering & AI Systems for E-commerce & Retail
From fragmented customer data to real-time demand forecasting. We build the cloud infrastructure required to lower CAC, boost LTV, and eliminate stock-outs using advanced AI and modern data stacks.
25%+
LTV Increase
18%
CAC Reduction
99.9%
Data Pipeline Uptime
10 Days
To Engineering Onboarding
| Target Industry | E-commerce, Retail, D2C |
|---|---|
| Core Services | Customer 360, Demand Forecasting, Multi-channel Attribution |
| Tech Stack | Shopify Plus, Magento, Snowflake, dbt, Fivetran, Segment |
Solving Core E-commerce Bottlenecks
Fragmented Customer Identity
Unified Customer 360 (CDP)
Consolidating data from all touchpoints into a single customer profile for personalized experiences.
Inventory Inefficiency
AI Demand Forecasting
Predictive models that optimize stock levels, reduce overstock, and eliminate costly stock-outs.
Attribution Blindness
Multi-Touch Attribution Modeling
Advanced attribution models that reveal the true ROI of every marketing channel and touchpoint.
Engineering & AI Capabilities
Embedded Engineering Teams
Senior Data Engineers and ML Specialists who integrate directly with your team to accelerate delivery and knowledge transfer.
Explore SolutionPersonalization Engines
Real-time recommendation systems that deliver hyper-personalized product suggestions, increasing conversion rates and AOV.
Explore SolutionDynamic Price Optimization
ML-driven pricing algorithms that maximize margins while remaining competitive across channels and market conditions.
Explore SolutionCustomer Churn Prediction
Predictive models that identify at-risk customers before they churn, enabling proactive retention campaigns.
Explore SolutionCustom Analytics & BI Solutions
We design and build bespoke analytics infrastructure that turns raw transaction logs into executive-level insights.
LTV/CAC Ratio
3.8x
Tracking customer lifetime value against acquisition costs in real-time.
Inventory Health
94%
optimal
Predictive stock levels across all SKUs and warehouses.
Real-time Conversion
4.2%
Live funnel visualization from visit to purchase.
Channel ROAS
5.2x
Multi-channel attribution across paid, organic, and social.
Provisioned via: Snowflake • dbt • Python • Segment
Expected ROI Within the First Quarter
Improvement in ROAS
Optimized ad spend through precise attribution modeling.
Reduction in Manual Reporting
Automated pipelines and self-service dashboards.
Data Latency
Real-time streaming architecture for instant insights.
How We Integrate
Audit & Strategy (Week 1)
Comprehensive evaluation of your data sources, tech stack, and business objectives to define a clear roadmap.
Infrastructure Setup (Weeks 2-4)
Deploying data pipelines, warehouse configuration, and integration with Shopify, Magento, or custom platforms.
AI Deployment (Weeks 5-8)
Rolling out predictive models for demand forecasting, personalization, and customer churn prediction.
Frequently Asked Questions
Get in touch
Map Your AI Roadmap
Stop guessing about AI feasibility. Share your most expensive manual process. Our team will review your workflow and outline a realistic integration plan, timeline, and projected ROI.
Email us directly
marketing@3alica.com