Intelligence & Experience Engineering

Personalization Force.
Logic scaled.

Transform your shopping experience with Zenlor's AI personalisation development. We build intelligent recommendation engines and AI-powered tools that deliver hyper-personalised shopping at scale.

Increase average order value by +35% with AI recommendations
Improve conversion rates by +25% through personalised journeys
Boost customer retention with individually tailored offers

The Evolution
of Personal
Shopping +

Generic Intent Matching

One-size-fits-all listings fail to match individual intent, leading to missed sales and irrelevant content.

Personalization Decay

Failure to learn in real-time results in irrelevant search results and high bounce rates on homepages.

Revenue Leakage

Unoptimised product discovery and missed cross-sell opportunities lead to invisible revenue loss.

Inefficient Marketing Spend

Broad, non-targeted campaigns lead to generic emails with low engagement and wasted marketing budgets.

Retail Impact

Intelligence-Driven Commerce.

Trusted by online retailers and marketplace operators to deliver measurable revenue uplift through AI.

AI Retail Models

Personalisation engines delivered.

0+

Order Logic

Average order value (AOV) uplift.

+0%

Deployment

Weeks to build production AI systems.

0-12
Intelligence Portal

AI Personalisation Services.

Product Recommendation Engine

Build intelligent recommendation systems that surface the most relevant products for every shopper.

+Collaborative filtering logic
+Real-time 'You may also like'
+Trending item orchestration
+Session-based updates
Build Recommender

Personalised Search Platforms

Deliver search results ranked and filtered based on each user's individual intent and preference.

+Intent-based ranking models
+AI query understanding logic
+Personalised facets & filters
+Zero-result AI strategies
Scale Search

Dynamic Content Personalisation

Show every visitor a unique homepage and content experience tailored to their exact interests.

+Personalised hero banners
+Dynamic category orchestration
+Segment-based block delivery
+Real-time A/B experiment logic
Personalise Experience

Automated Marketing Intelligence

Automate hyper-personalised communications triggered by individual customer behaviour.

+Recommendation email logic
+Behavioural re-engagement
+AI send time prediction models
+Tailored mobile push hub
Automate Campaigns

Dynamic Pricing Personalisation

Deliver personalised offers and discounts based on customer value and intent signals.

+Personalised coupon delivery
+Price sensitivity modelling
+Real-time promo optimization
+Loyalty pricing logic
Optimize Pricing

Segmentation & Audience Scoring

Automatically segment your customers using AI to power high-fidelity targeted campaigns.

+Behavioural RFM scoring
+Customer CLV logic models
+Churn prediction win-back
+High-value VIP profiling
Score Audiences

Conversational AI Assistants

Deploy AI assistants that lead customers to the perfect product through natural conversation.

+AI Chatbots with guidance
+Natural product discovery
+Voice intent integration
+Personalised style recommenders
Launch Assistant
Platform Features

Enterprise Personalisation Engine.

Autonomous Interaction Stack

Optimised asset delivery pipeline for absolute logic freedom across spatial computing and immersive ops.

Zero latency spatial

Real-Time Scene Sync

Consistency across immersive sessions with sub-millisecond status validation logic.

Total state view

Global Experience Engine

Multi-model, multi-region, and multi-language support built into the immersive core.

Worldwide ready

Advanced Interaction Ops

Neural intent ranking and dynamic tool-calling for intuitive, rhythmic control.

Natural CX

Built-in Analytics Lab

Rhythmic outcome tracking, performance heatmaps, and session engagement orchestration.

Response velocity

Omnichannel Audio-Link

Seamless transition from web product cards to secure native spatial experiences.

Unrivaled logic CX

Secure Data Architecture

Privacy-hardened architecture with full data encryption and session audit logs.

Secure scaling
Interoperability

Retail AI Ecosystem.

Seamlessly connect with your commerce stack to deliver intelligence instantly.

01 // E-Commerce OS

Shopify, WooCommerce, Magento, Custom Apps

02 // Data Platform

Segment, mParticle, Rudderstack, BigQuery

03 // Marketing Hub

Klaviyo, HubSpot, Braze, Mailchimp

04 // Search Platforms

Algolia, Elasticsearch, Typesense, Solr

05 // Analytics

GA4, Mixpanel, Amplitude, Hotjar

06 // CRM & Loyalty

Salesforce, HubSpot, LoyaltyLion, Yotpo

07 // AI & ML

AWS SageMaker, Vertex AI, Azure ML

08 // Messaging

WhatsApp, Twilio, SendGrid, Firebase
Our Development Process

Intelligence Workflow.

From Idea to Launch — Fast, Scalable & Reliable.

01

Discovery

Audit existing customer data quality and map initial personalisation touchpoints.

02

Plan

Prioritise use cases and select algorithm models (Collaborative/Deep Learning).

03

Design

Structure data transformation pipelines and cold-start logic flows.

04

Build

Engineer real-time ingestion events and develop the core inference API.

05

Train

Train recommendation models and validate accuracy with backtesting logic.

06

Launch

Phased rollout with A/B experiment monitoring and scaling infrastructure.

07

Scale

Continuous model improvement and expansion across all customer touchpoints.

The AI Core Stack

Architecture for Hyper-Scale.

ML & Intelligence

PyTorch
PyTorch
TensorFlow
TensorFlow
Scikit-Learn
Scikit-Learn
OpenAI
OpenAI

Real-Time Ingestion

Kafka
Kafka
Spark
Spark
Redis
Redis
Segment
Segment

Serving & APIs

FastAPI
FastAPI
Node.js
Node.js
Next.js
Next.js
GraphQL
GraphQL

Compute & Scale

SageMaker
SageMaker
Vertex AI
Vertex AI
Docker
Docker
Kubernetes
Kubernetes

Intelligence
& Strategy.

Book a call

Book a 15-minute call with our AI engineers.

Book a Free Call

AI personalisation uses machine learning to tailor every shopper's experience — showing unique product recommendations, search results, and content based on individual behaviour and history.

Ready to Personalize the Customer Journey with Predictive AI?

AI-driven product recommendations

Dynamic pricing that adapts to demand

Predictive analytics for inventory and sales

Automated customer retention strategies

Not sure? Just choose the closest option — we’ll guide you.
Next Step

Unlock Individual Intent.

Request a data audit and discover how AI personalisation can transform your retail conversion funnel.