Marketing and sales
Accurate targeting and cross-sell.
Our Expertise
Customer 360 & Personalization
Unified customer intelligence powering hyper-personalized experiences, from real-time product recommendations to churn prediction and lifetime value optimization.
The service at a glance
The problem, our work, your result
- Business problem
You serve the same customer through many channels, yet see them as strangers each time.
Customer records are split across CRM, billing, service and apps, with duplicates and gaps.
- What we do
We match and merge customer records into one trusted profile that sales, service and AI can all use.
- What you receive
- One golden record per customer
- Matching and survivorship rules
- Customer profile for every channel
- Consent tracked under PDPL
Who it is for
Built for the people who own the decision
Customer service
Full history at first contact.
CDO, CIO and CTO
One customer master to maintain.
Risk, compliance and security
Consent and privacy in control.
The goal: an AI-ready organisation
Where this service moves you
Data readyThis service
Connected, clean, governed and allowed for AI use.
KPIs ready
Agreed measures, one definition each, a named owner.
Organisation ready
Roles, decision rights and skills to adopt AI safely.
=AI that reaches production and creates value
Approach
How we work with you
- 01
Collect
Bring customer data from each system.
- 02
Match
Link records, including Arabic names.
- 03
Publish
Share the profile with channels.
- 04
Steward
Keep it accurate over time.
Engagement options
Start where you are
Customer data review
Measure duplication and gaps.
Customer 360 build
Golden record and profile live.
Customer intelligence
Add churn, value and next-best-action models.
Scope
What is in, what is not
Included
- Record matching
- Master data hub
- Channel integration
- Consent model
Handled separately
- CRM replacement
- Campaign execution
Bilytica frameworks behind this service
Our own methods, not a generic playbook
DFF
All Bilytica frameworksData Foundation Framework
The layers that turn scattered systems into data an AI system is allowed to use.
See the frameworkVALUEAI Value Framework
From use-case long list to booked benefit, with unit economics attached at every step.
See the frameworkEvery customer interaction, purchases, support calls, web browsing, app usage, social engagement, email opens, generates valuable signals. Our Customer 360 platform unifies these fragmented data points into rich, real-time profiles that power hyper-personalized recommendations, predict churn 45 days in advance, calculate true lifetime value, and orchestrate the perfect next-best-action across every channel.
What We Do
Customer 360 & Personalization capabilities
- 01
Unified Customer Data Platform
Identity resolution merging online/offline data across POS, CRM, web, mobile, social, and support into a single golden record per customer.
- 02
Real-Time Recommendation Engine
Collaborative and deep learning models delivering personalized product, content, and offer recommendations in milliseconds.
- 03
Churn Prediction & Prevention
ML analyzing 200+ behavioral signals to identify at-risk customers 45 days ahead with automated retention workflows.
- 04
Lifetime Value Optimization
Predictive CLV models guiding acquisition spend, service levels, and retention investment per customer segment.
- 05
Next-Best-Action Orchestration
AI deciding the optimal channel, timing, message, and offer for each customer interaction in real-time.
- 06
Sentiment & Voice of Customer
NLP analyzing reviews, surveys, support transcripts, and social mentions in Arabic and English for actionable insights.
Our Approach
From your data to a working result
- 01
Data Audit & Identity Resolution
Map all customer data sources, resolve identities across channels, and build unified golden records.
- 02
Profile Enrichment
Enhance profiles with derived features, CLV scores, churn risk, segment membership, interest vectors.
- 03
Model Suite Development
Train recommendation, churn prediction, CLV forecasting, and next-best-action models tailored to your business.
- 04
Real-Time Activation
Deploy models into your CRM, website, app, and marketing automation for real-time personalization.
- 05
Campaign & Journey Optimization
A/B test personalized journeys, optimize channel mix, and continuously improve conversion and retention.
- 06
Measurement & Evolution
Track incremental revenue, churn reduction, and satisfaction uplift with attribution modeling.
Industry Applications
Where it makes a difference
Technology Stack
Technologies & Models We Use
Enterprise-grade tools and frameworks powering our solutions.
P
Python
Language
T
TensorFlow
Recommenders
A
Apache Spark
Big Data
M
MongoDB
Customer DB
R
Redis
Real-time
P
PostgreSQL
Database
P
Power BI
Analytics
A
AWS
Cloud
Ready to Explore Customer 360 & Personalization?
15 minutes. One strategy call. A customized roadmap tailored to your business.