Telecommunications
Telecom networks are complex systems where a failure in one node cascades across services. Without a relationship map, operations navigates blind. We diagnose the critical dependencies and, when warranted, map the network topology to correlate incidents, equipment, and affected services.
— Uptime Institute, 2023
The problems
70% of network outages take over 12 hours to resolve. Knowledge graphs map dependencies teams can't see.
Slow incident resolution
Most outages take over 12 hours because the team can't see dependencies.
Unpredictable churn
Customers leaving without detectable prior signals.
Reactive network planning
Capacity expansion based on complaints, not prediction.
Our solutions
Telecommunications
Network topology graph
Complete map of nodes, links, services, and dependencies.
Accelerated incident resolution
Accelerated incident resolution with automatic impact analysis based on dependency graphs.
Churn prediction
AI that detects churn signals by crossing usage, quality, and support data.
Related services
GraphRAG and knowledge graphs
Only if warranted
Automation, agents, and applied AI
When it adds value
Data, integrations, and databases
Foundation when needed
Frequently asked questions
What do you diagnose first in Telecommunications?
We start with the operational pain, usually around Slow incident resolution: Most outages take over 12 hours because the team can't see dependencies. From there we decide whether the issue is process, data, systems, leadership, or a mix of them before proposing any implementation.
Do we need AI or a new platform to solve it?
Not by default. In Telecommunications, the right answer can be a process change, integration, automation, dashboard, custom software, or no build at all. We only use AI or advanced data architecture when the diagnostic shows it will change the business result.
What could an initial project look like?
A first scope often targets Network topology graph: Complete map of nodes, links, services, and dependencies. We keep the scope tied to one measurable outcome, clear ownership, and the capacity your team actually has to operate the change.
How does fractional CAIO/CTO support work here?
We act as fractional technical leadership for Telecommunications: prioritizing risks, turning Unpredictable churn into concrete operating decisions, selecting or coordinating vendors when needed, and supervising implementation until the change is working in the business.