Data Analytics Services

In financial services, precision is regulatory. We build real-time fraud detection, ML credit risk models, and Customer 360 platforms giving relationship managers a complete, always-current client view - across retail, commercial, and private banking portfolios.

• Fraud & Risk Analytics
• Customer 360

• AML monitoring with real-time anomaly scoring
• Predictive churn modelling across banking segments
• GDPR-compliant governance across the analytics stack

Clinical data lives in silos. Decisions live in spreadsheets. We unify EHR systems, claims data, and IoT patient streams into analytics environments built for predictive diagnostics, risk stratification, and operational throughput modelling across hospital and pharma networks.

• Clinical Data Analytics
• Pharma Intelligence

• ML models for readmission risk and disease progression
• Real-time ICU and surgical capacity dashboards
• Regulatory-grade lineage for clinical trial audits

Retail margins are thin. Data decisions need to be sharp. We build demand forecasting models, dynamic pricing engines, and segmentation analytics that move inventory faster and cut markdown losses - across digital-first and omnichannel retail environments alike.

• Demand Forecasting
• Segmentation Analytics

• Next-best-offer models trained on transaction data
• Real-time inventory analytics across fulfilment networks
• Customer lifetime value tied to campaign spend decisions

Unplanned downtime is the factory floor's most expensive line item. We deploy predictive maintenance models on IoT sensor streams, digital twin analytics for production simulation, and ML quality control systems that catch defect patterns before they reach the line.

• Predictive Maintenance
• Manufacturing Intelligence

• OEE dashboards with real-time equipment health scoring
• Yield optimisation models on production and supplier data
• Energy analytics tied to shift and throughput targets

Supply chains generate enormous data and act on very little of it. We connect procurement, warehousing, and last-mile delivery into one analytical layer - with demand sensing, supplier risk scoring, and route optimisation engines that reduce costs and improve fulfilment accuracy.

• Supply Chain Analytics
• Route Intelligence

• Real-time visibility across multi-tier supplier networks
• ML-powered lead time and inventory positioning models
• Carbon footprint analytics integrated into logistics reporting

EdTech platforms sit on rich behavioural data they rarely use well. We build learner analytics platforms that track engagement, predict dropout risk, and personalise pathways at scale - helping institutions improve completion rates and measure programme ROI with real precision.

• Learner Analytics
• Dropout Modelling

• Cohort performance dashboards for academic programmes
• NLP assessment analysis and automated feedback scoring
• LMS data integration for unified institutional reporting

Property decisions involve large capital and significant market uncertainty. We build predictive valuation models, portfolio analytics, and investment risk scoring for developers and asset managers - with ML pipelines that forecast cost overruns and schedule risks before they materialise.

• Predictive Valuation
• Project Risk Analytics

• Market analytics integrating location and demand signals
• Dashboards tracking budget, resources, and milestones
• Occupancy optimisation for commercial property portfolios

Technology companies generate more operational data than almost any sector - and most goes unanalysed. We build platforms covering product usage intelligence, customer health scoring, and SaaS revenue analytics - helping IT firms cut churn and build data products clients pay for.

• Product Usage Analytics
• SaaS Intelligence

• Observability pipelines with anomaly detection and alerting
• Retention analytics tied to product roadmap prioritisation
• Data monetization services for internal data assets