Data Science
Churn analysis for a construction firm in Dubai
Data analysis and modelling that answered key growth questions for a construction firm in Dubai.
Marketing ROI up 29%
info@positivesolutionspk.com +92 300 0000000 Mon to Sat, 10:00 to 19:00 PKT
We clean, connect and analyse your data to answer the questions that matter: who your best customers are, what drives revenue and where to invest next.
At a glance
Overview
Data sits in spreadsheets, CRMs, ad platforms and point-of-sale systems that never talk to each other. Decisions end up based on gut feeling or the loudest opinion in the room.
Our data scientists bring that data together, clean it and apply statistics and machine learning to uncover what is really happening and why.
You get clear answers, visualisations and recommendations written for decision makers, not just notebooks full of code.
This service works best alongside our Machine Learning Development and Business Intelligence Services services. For a deeper introduction, read our guide: AI vs machine learning vs deep learning.
Features
Everything below is delivered by specialists who focus on data science every day.
Segments, lifetime value and cohort retention that guide marketing.
Understand which channels truly drive sales and leads.
Properly designed A/B tests with statistically sound results.
Revenue, demand and cash flow projections you can plan around.
Automated ETL that keeps clean data flowing to every tool.
Insights presented in plain language with clear next steps.
Our process
A clear, repeatable process with a checkpoint at every stage, so you always know what is happening and why.
1
Agree on the business questions and decisions to support.
2
Connect, clean and model the relevant data.
3
Apply statistics and ML to find the answers.
4
Present findings and an action plan.
Data Science tools and platforms we use
Portfolio
Browse 50 recent data science projects. Click any project to see the details.
Showing 12 of 50 projects
Data Science
Construction, UAE · 2023
Data analysis and modelling that answered key growth questions for a construction firm in Dubai.
Marketing ROI up 29%
Data Science
Beauty, Australia · 2025
Data analysis and modelling that answered key growth questions for a skincare brand in Sydney.
Marketing ROI up 32%
Data Science
Construction, UAE · 2023
Data analysis and modelling that answered key growth questions for a construction firm in Dubai.
Marketing ROI up 42%
Data Science
Retail, UK · 2025
Data analysis and modelling that answered key growth questions for an electronics store in Manchester.
Revenue up 22% from insights
Data Science
Education, Australia · 2026
Data analysis and modelling that answered key growth questions for a private school network in Sydney.
71 customer segments identified
Data Science
Energy, USA · 2024
Data analysis and modelling that answered key growth questions for a solar energy installer in New York.
Marketing ROI up 67%
Data Science
Travel, Saudi Arabia · 2024
Data analysis and modelling that answered key growth questions for a travel agency in Riyadh.
Revenue up 24% from insights
Data Science
Home services, UAE · 2023
Data analysis and modelling that answered key growth questions for a home services company in Dubai.
Marketing ROI up 70%
Data Science
Hospitality, Canada · 2024
Data analysis and modelling that answered key growth questions for a restaurant group in Toronto.
Marketing ROI up 56%
Data Science
Logistics, Pakistan · 2025
Data analysis and modelling that answered key growth questions for a logistics company in Peshawar.
Marketing ROI up 25%
Data Science
Construction, Pakistan · 2023
Data analysis and modelling that answered key growth questions for a construction firm in Karachi.
Marketing ROI up 25%
Data Science
Travel, UK · 2025
Data analysis and modelling that answered key growth questions for a travel agency in Manchester.
125 customer segments identified
FAQ
Still have a question? Our team replies within one business day.
A data scientist collects and cleans data, analyses it with statistics and machine learning, and turns the findings into practical recommendations for decision makers.
Usually sales, customer, marketing or operational data you already collect. We assess what you have and what can be answered with it.
Yes. We sign NDAs, follow strict access controls and can work inside your own cloud environment.
Both. Many clients start with a focused project and then move to a monthly analytics retainer.
BI reports what happened through dashboards. Data science explains why it happened and predicts what will happen next.
From the blog
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Forecasting, churn, fraud and recommendation models in production.
Power BI, Tableau and Looker Studio with a solid data model behind them.
KPI dashboards designed for clarity, built in your favourite tool.