Telecom Industry
Network, subscriber and usage data at telecom volumes, stored and processed so operations, billing and customer teams can act on it.
Where the data usually lives
- Call detail records (CDRs) and usage logs
- Network monitoring and alarm systems
- Billing and rating platforms
- CRM and customer care tools
- Site and tower asset records
Where Telecom data gets stuck
The problems we hear about most often in this sector, each set against what we build for it.
Usage and network event volumes outgrow the databases and batch jobs built for them.
What we build: Streaming and batch pipelines sized for your event volumes, using tools such as Kafka and Spark where they fit.
Network faults are noticed from customer complaints rather than from the alarms already being logged.
What we build: Alarm and performance data collected into one store, with dashboards and alerts by site and region.
Subscribers leave without warning, because usage, complaints and billing are never read together.
What we build: A subscriber view joining usage, complaints and billing, as the base for churn analysis.
Billing disputes take days, because usage records are hard to trace.
What we build: Usage records stored so any bill can be traced back to its events quickly.
What we work on in Telecom
Telecom operators, internet providers and tower companies produce large volumes of call records, network events and billing data. We build the pipelines and databases that carry that volume and the reports that make it usable.
Network operations data
Alarms, performance counters and site data in one place, reported by site, region and technology.
Subscriber and usage analytics
Usage, plans, recharges and complaints joined per subscriber, for retention and product teams.
Billing and usage records
Usage storage and reconciliation that stand up to customer disputes and internal audits.

The services that matter most in Telecom
Telecom data is large, fast and sensitive. These services cover moving it, storing it and turning it into decisions.
- Real-time Data PipelinesStream network events and usage records as they happen.
- Data EngineeringBatch pipelines and data models for CDRs, billing and CRM data.
- Database ManagementDesign and tuning for large usage and billing databases.
- AI & ML Model IntegrationChurn and anomaly models put to work inside your existing systems.
- Data Governance & SecurityAccess control for subscriber records and call data.
One team for every line
Every service we offer is listed on the services page.
Questions about Telecom projects
Anything not covered here, ask us on the consultation call.
Can you handle our data volumes?
Do you replace our OSS or BSS systems?
What you can hold us to
Companies we have delivered projects for:
A written plan before any work starts
After the first call we review your setup and send scope, timeline and team in writing.
Documentation with everything we deliver
Pipelines, databases, dashboards and deployments are handed over with documentation your own team can follow.
One team accountable for the result
The same engineers work across your databases, pipelines, dashboards and releases.
Book a consultation
Tell us about your Telecom systems and what you need from the data. An engineer from our team will get back to you to set up a call.

