Banking & Financial Services
Our deepest sector. Core banking, cards, treasury, trade finance, Islamic banking products and the regulatory reporting that sits on top of all of it.
- Core banking extracts from Temenos, Finacle, Flexcube, T24 and in-house systems
- SBP, SAMA, CBUAE, QCB and MAS regulatory reporting datasets
- IFRS 9 expected credit loss data preparation and staging
- AML transaction monitoring feeds and fraud analytics
- Islamic finance product structures modelled correctly, not forced into conventional schemas
- Customer 360, segmentation, propensity and churn modelling
Telecommunications
Volume is the defining constraint. Billions of call detail records, network events and data-session records per day, with revenue assurance riding on getting them right.
- CDR and xDR ingestion at multi-billion-events-per-day scale
- Revenue assurance and leakage detection
- Network performance and fault analytics
- Prepaid and postpaid subscriber lifecycle analytics
- Churn prediction and next-best-offer models
- Mobile money and fintech arm reporting
Retail & Consumer
Multi-brand, multi-country groups across the GCC and Southeast Asia where each business unit arrived with its own ERP and its own definition of "sales".
- Consolidation across multiple ERP and POS instances
- Same-day sales, stock position and margin reporting
- Ramadan, Eid and seasonal demand forecasting
- Loyalty programme and customer analytics
- Supply chain and replenishment analytics
- Marketplace and e-commerce channel integration
Healthcare & Life Sciences
Hospital groups, insurers and pharmacy chains where clinical, claims and operational data need to be joined without breaching patient confidentiality.
- HIS, EMR and claims data integration
- De-identification pipelines for analytics on patient data
- Bed, theatre and clinic utilisation analytics
- Insurance claims adjudication and fraud detection
- Regulatory and accreditation reporting
Logistics & Transport
Ports, freight forwarders, courier networks and airlines across the Gulf and Asia Pacific where operational data arrives continuously and decisions cannot wait.
- Shipment tracking and exception analytics
- Fleet telematics and route optimisation data
- Port and terminal operations reporting
- Cost-to-serve and lane profitability analysis
- Customs and trade documentation data flows
Energy & Utilities
Oil and gas operators, power utilities and water authorities where sensor telemetry, asset data and production reporting all need the same governed foundation.
- SCADA and IoT sensor data ingestion at scale
- Production and well performance analytics
- Predictive maintenance data foundations
- Smart meter and consumption analytics
- HSE and regulatory compliance reporting
Government & Public Sector
National and municipal entities pursuing digital transformation agendas — Saudi Vision 2030, UAE national programmes, and equivalent initiatives across Asia Pacific.
- Cross-entity data sharing platforms with strict access control
- Citizen service performance dashboards
- Open data publishing pipelines
- In-country data residency architectures
- Statistical and census data processing
Insurance
Life, general and takaful insurers where actuarial, underwriting and claims data have historically lived in separate systems with separate truths.
- Policy, claims and premium data consolidation
- IFRS 17 data preparation and actuarial feeds
- Takaful fund accounting structures
- Claims fraud detection analytics
- Distribution channel and agent performance reporting