Data & Analytics

Product analytics, churn/LTV, network/service performance visibility, data monetisation foundations. We design delivery to match your governance and change capacity, with measurable KPIs and a cadence that keeps decisions fast and outcomes visible.

What we deliver

·        Data readiness and maturity assessment (sources, quality, ownership, access)

·        KPI library and dashboard design aligned to strategy

·        Data integration, modelling, and reporting automation

·        Governance (catalogue, lineage, access) and data literacy enablement

RELATED USE CASES → UC-01: Digital Readiness Scorecard + 12‑Month Roadmap, UC-03: Demand Forecasting & Scenario Planning, UC-08: Customer 360 + Segmentation for Growth

RELATED RESEARCH SCENARIOS → RS-01: ICT Portfolio Transformation: From Projects to a KPI‑Led Growth Engine, RS-05: Forecasting for ICT Supply Chains: Devices, Spares, and Capacity Planning under Volatility, RS-06: Customer 360 for Telcos: From Churn Prediction to Next‑Best Actions