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We build petabyte-scale lakehouses for African operators — turning CDRs, signalling, and BSS events into revenue assurance, churn scoring, and audit-ready regulator reports.
An African Tier-1 MNO generates 30+ billion CDRs and signalling records a month. The opportunity is not just dashboards — it is plugging revenue leakage, scoring churn before SIM port-outs, and producing QoS and interconnect reports the NCC and NCA will actually accept. We build lakehouses on BigQuery, Snowflake, or open-source stacks that unify charging, BSS, and OSS data, run sub-second churn scoring against billions of features, and give RAFM teams the lineage they need to defend every disputed naira or cedi against an interconnect partner.
What changes when data analytics & bi meets telecommunications & mobile — and how we engineer around it.
Closing the gap between switch-side events and analytics availability so revenue assurance catches leakage in days, not quarters.
Linking subscribers across MSISDN, IMSI, IMEI, and KYC across prepaid, postpaid, and mobile-money platforms without PII spillage.
Producing NCC, NCA, ICASA, and ITU-T returns that pass auditor scrutiny on QoS, interconnect, and revenue assurance.
Spotting silent churn — the subscribers reducing top-ups before porting — early enough for retention to act inside a 14-day window.
Concrete capabilities our teams have shipped at the data analytics & bi x telecommunications & mobile intersection.
Petabyte-scale lakehouse on BigQuery, Snowflake, or Iceberg + Trino
Streaming CDR ingestion via Kafka with sub-minute mediation
Revenue assurance and fraud management with anomaly detection
Churn propensity models tuned for prepaid African subscriber behavior
NPS, ARPU, and segmentation dashboards for marketing teams
Regulator reporting automation (NCC, NCA, ICASA, ITU-T)
Data quality observability with Great Expectations or Monte Carlo
Self-service BI enablement for finance, marketing, and network ops
Measured outcomes from delivery work at this intersection — not aspirational projections.
Year-one across 6 OpCos
On prepaid segment after model deployment
Down from 18 hours baseline
Built to satisfy the auditors and regulators that matter for this intersection.
The tools and platforms we typically lean on for this intersection.
Services we typically combine with Data Analytics & BI for this intersection.
Leverage the power of artificial intelligence to automate processes and gain predictive insights.
Secure, scalable cloud solutions and seamless migration services for AWS, Azure, and Google Cloud.
Tailor-made software solutions designed to address your unique business challenges and scale with your growth.
Sectors where the same playbook and patterns travel well.
Let's map your telecommunications & mobile ambitions to a data analytics & bi delivery plan our engineers can ship.