Industry
Telecommunications Process Mining: A Practical Guide
Year
2021
Location
Global
Company Size
Any size
Disclaimer
The use cases in this library are practical guides based on typical process-improvement engagements. Figures and outcomes are typical expectations, not a specific customer's verified results, nor a promise of future results.
Process Mining for Telecommunications Service and Network Operations
Upload an event log to see how work moves through the telecommunications industry’s high-volume service and network operations. Find bottlenecks, process variants, and rework in order-to-activation, fault-to-fix, and billing adjustment flows, then test proposed changes with simulation.
Which telecommunications processes can you analyze?
Start with a process that has a clear outcome and traceable cases:
- Order to activation: Follow an order from submission through provisioning to service activation.
- Fault to fix: Track a reported fault through triage, assignment, repair, and resolution.
- Billing adjustment: See how a billing issue moves through review, correction, approval, and closure.
These flows include automated steps, team handoffs, and exceptions. End-to-end event data shows where the actual process differs from the expected path.
How do exception paths add time to a flow?
Consider an order-to-activation flow. A straightforward order may move from validation to provisioning and activation. An exception might send it back for missing information, trigger a manual review, or require another provisioning attempt. Each return adds work and waiting time.
Compare variants to see which exception paths occur most often, where cases wait, and how often work loops back. This gives your team a specific issue to investigate instead of treating every delayed activation as the same problem.
What can process mining show your team?
With an event log, you can examine:
- The most common process variants and how they differ from the main flow.
- Waiting time between activities and handoffs.
- Rework loops and repeated activities.
- Where cases deviate from the expected process.
- How process performance compares across relevant case attributes.
These findings help service assurance, provisioning, and field operations leads prioritize issues to validate with process owners.
Read how to analyze your process
What data do you need to get started?
Start with an export, not a direct connection to OSS or BSS. Prepare an event log with a case ID, activity names, and timestamps. Add relevant attributes, such as order type or fault category, if you want to compare cases.
Start with one process and check that each event is linked to the right case and appears in sequence. Incomplete timestamps or inconsistent activity names can make variants harder to interpret.
How do you move from findings to a process change?
Use the analysis in ProcessMind to identify a specific bottleneck, exception path, or rework loop. Validate your findings with the teams who handle the work, then document the current and target processes with BPMN.
Use process simulation to compare proposed scenarios before making a change. For example, test how a different routing rule or fewer handoffs might affect the flow. Simulation helps you assess scenarios; it does not implement changes.
How can you measure whether a change helped?
Choose a KPI tied to the process outcome, such as activation time, fault resolution time, or billing adjustment cycle time. Record a baseline before the change, then compare it with the same measure afterward.
Also review variants and exception paths. A lower average cycle time may not tell the whole story if a particular case type still involves repeated rework or long waits.
What should you analyze first?
Choose a provisioning or assurance flow with detailed order or ticket logs. Start by asking:
- Where do cases wait the longest?
- Which exception paths and variants occur most often?
- Where does work return to an earlier activity?
- Which KPI should improve if you address the issue?
Keep your first analysis focused. Once you understand the flow and validate the findings, decide whether to model a target state or compare scenarios.
Mine a provisioning or assurance flow
Start with an exported order or ticket log to see the variants and exception paths in your process.
Analyze a provisioning or assurance flow: /freetrial
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