Data Science for Informed Decisions

Europe, Middle East

• Location & Usage based pattern for prepaid markets

• Real time customer segmentation for mature market

Europe, Africa

• Non-Coherent account (IMSI and MSISDN for the same account, from different countries,…)

• Modified IMEI (stolen devices, jailbreak, rooted devices,...)

• Tracking of stolen devices (location, user)

• Unauthorized usages (M2M with regular subscription and vice versa)

• Retail Network Fraud detection

Europe, Asia

Europe

North Africa

• Deep dive into social media usage
• Mapping of trends and influence
• Natural Language Processing (NLP) from Tweets & Facebook pages in Arabic
• Sentiment analysis

Bangalore, India

• Support to a service notifying customers of fresh supply of water (date and time) in Bangalore area
• Assessment of water distribution systems
• Customer Journey analytics
• Evaluation of the service

Sub-Saharan Africa

• Identification of underserved areas with no or little access to connectivity (less than 1 Mbps)
• Focus on public services such as hospitals or schools
• Development of geo-marketing tools based on QGIS to pinpoint target segments of beneficiaries or areas by type

Madagascar

• Support to a free on-demand information resource accessible using simple mobile phones
• Customer journey analytics leveraging data points from 3 million users
• Sankey data visualization to identify areas for improvement
• Evaluation of the service

Kenya

• Support to the development and offering of affordable index-based and indemnity-based micro insurance products
• Customer Journey analytics
• Review of the business model
• Evaluation of the service

Selected countries in sub-Saharan Africa

• Data-driven method to detect & describe periodic gatherings (rural markets, sports events,...) in the target areas

• Leverage this information to design a strategy for service providers to reach out more effectively to rural customers

• Project successfully implemented in one country of East Africa

10+ countries in Africa

• Connectivity Gap Analysis through mapping of potential demand for connectivity (based on population distribution, human settlements, literacy ratios, HDI index,...) combined with existing connectivity supply (2G, 3G, Wi-Fi, FTTH)
• Prioritization of areas most promising to cover from an economic perspective

Iraq & Syria

• Use of the Sentinel-1 Synthetic Aperture Radar (SAR) data made available by the European Space Agency to identify "incoherence" in radar response
• To enrich the understanding of those incoherent patterns and bring contextual background other sources are used: traditional satellite imagery, VIIRS data, social networks, news media, field research, secondary research, etc.
• This allows us not to only to localize damaged/preserved areas, but also to quantify the level of destruction, and – if need be – specify the timing of the destruction

Europe

• Real time trafic management

• Multimodal transportation and users pattern analytics

• Calibration/planning of transport infrastructure

• Infrastructure Optimization

Europe

• Heat Maps of population

• Predictive data on electricity consumption

• Density & population flows during large events

• Touristic flow analysis

Europe

• Location based advertising and marketing campaign

• Shopping Patterns

• Feasibility study (optimal location for new stores)

• Competitive analysis

• Media Planning

Europe

Europe, Africa