Industry solutions

Retail & Ecommerce AI Solutions

Retail margins are thin and competition is relentless. The retailers growing profitably are those using AI to get the right product in front of the right customer at the right time — while simultaneously cutting the operational costs that eat into every transaction.

The AI opportunity

Where AI creates the most value in Retail & Ecommerce

Inventory Inefficiency

Overstocking ties up capital and drives markdowns; understocking loses sales and frustrates customers. AI demand forecasting reduces both by 25–35% by incorporating weather, events, trends, and customer behaviour.

Personalisation Gap

Customers who receive personalised recommendations convert at 3–5× the rate of those who don't. AI recommendation engines make this possible at scale — without a large data science team.

Customer Service Cost

60–70% of e-commerce customer service queries follow predictable patterns. AI agents handle these instantly, 24/7, freeing human agents for complex issues that actually need human judgement.

Returns Burden

High return rates eat margin and create operational complexity. AI models predicting return probability at order time and automating standard returns processing reduce both cost and friction.

What we build

Purpose-built AI for Retail & Ecommerce

Every solution designed around your sector's specific workflows, compliance requirements, and data environment.

AI Demand Forecasting

ML forecasting at SKU × location level, incorporating historical sales, seasonality, promotions, weather, and trend signals. Automated reorder triggers and purchase order generation.

SKU-level weekly and daily demand forecastingSeasonal, promotional, and event-driven adjustmentsAutomated reorder point calculation and triggersNew product forecasting using attribute similarity
View solution →

Product Recommendation Engine

Collaborative filtering and content-based recommendation models surfacing relevant products on product pages, cart, and email — trained on your customer behaviour data.

Real-time personalised product recommendationsCart abandonment and cross-sell recommendation emailsSearch relevance improvement with ML re-rankingA/B testing framework for recommendation strategies
View solution →

AI Customer Service Agent

Conversational AI trained on your product catalogue, policies, and FAQs. Handles order tracking, return initiation, product queries, and size guidance — integrated with Shopify/Magento.

Order status and tracking query handlingReturn and refund initiation workflowProduct queries, size/fit guidance, and availabilitySeamless escalation to human agents for complex issues
View solution →

Dynamic Pricing Engine

Real-time competitor price monitoring, demand signal analysis, and automated pricing rules with configurable guardrails for brand positioning and margin protection.

Real-time competitor price scraping and analysisDemand-based pricing elasticity modellingConfigurable floor/ceiling price guardrailsFull audit trail for pricing decision accountability
View solution →

Customer Analytics Platform

360-degree customer view combining purchase history, browsing behaviour, and service interactions — powering segmentation, LTV prediction, and churn prevention programmes.

Customer segmentation and cohort analysisLTV prediction and high-value customer identificationChurn risk scoring and intervention triggersRFM analysis and loyalty programme optimisation
View solution →

Returns Intelligence

ML models predicting return probability at order time, identifying serial returners, and automating standard returns processing to reduce both return rates and handling costs.

Return probability scoring at checkoutSerial returner identification and policy adjustmentAutomated returns processing for standard casesReturn reason analytics and product improvement insights
View solution →
How we work

Our Retail AI
delivery process

Every retail & d2c engagement starts with a Discovery Sprint where we map your specific workflows, compliance requirements, and data environment before a single line of code is written.

Compliance

PCI-DSS compliant payment data handling · GDPR/CCPA for customer data · Shopify/Magento integration

Book a Retail AI call
01

Discovery

We audit your tech stack (Shopify, Magento, custom), data sources, and operational workflows to identify the highest-ROI AI opportunities.

02

Design

We design AI solutions that integrate with your existing e-commerce platform, ERP, and customer service tools — minimal disruption.

03

Build

2-week sprints with weekly demos including A/B test results from live traffic where applicable.

04

Scale

We launch, monitor performance, run continuous A/B tests, and scale successful AI interventions across more channels and markets.

Benchmark result
30%

Stockout reduction and 2.1× forecast accuracy for a growing e-retailer

See all Retail & Ecommerce projects

Browse our full case study library — with detailed breakdowns of the challenge, solution, and measurable results.

View case studies
Get started

Ready to transform your Retail operations?

Book a free 30-minute call. We'll identify your top 3 automation opportunities and show you comparable results from similar retail & d2c organisations.