Vankom CellBot brings an AI-assisted test workflow to MUTA for 5G base-station validation. Describe your test intent in English or Chinese, review the generated cases, approve execution and examine the results with measurement and protocol evidence.
Turn a test objective into a reviewable workflow
Build test cases from natural-language requirements. CellBot uses the available procedure catalog and parameters, with platform validation before a case runs.
Keep engineers involved in execution. Review the proposed work and approve the actions before running the test; execution is recorded for audit.
Investigate failed tests using evidence. CellBot combines measured results with decoded NAS causes and L3 signaling to help examine the test case, UE, cell and core-network context.
From test intent to result analysis
Illustrative workflow. Engineers review the proposed test and remain involved in interpreting the findings.
- 1. Describe the objectiveState the test goal and the UE group you want to investigate.
- 2. Read the test contextUse the available UE state and procedure information to frame the test.
- 3. Generate and validateCreate cases and check their procedures and parameters before execution.
- 4. Review and approveLet the engineer check the proposal and approve the actions.
- 5. Run the testDispatch the approved work through the MUTA workflow.
- 6. Explain the evidenceReview measured results, protocol evidence and the suggested cause of failure.
How CellBot fits into MUTA
CellBot works within the MUTA software workflow. It connects natural-language test intent with case creation, execution and result analysis. MUTA provides the surrounding UE control, application traffic and test environment; review the required software and node configuration with Vankom for your project.
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Example: investigate a failed connectivity test
Illustrative test request:
Prepare a connectivity check for the selected test UEs and help me understand any failures.
- Before execution, review the selected UEs, test procedure, parameters and approval scope.
- After execution, inspect the actual measurements, such as traffic counters and round-trip time, to understand what happened.
- For a failed test, examine the available protocol evidence and proposed explanation, then decide which part of the setup needs further investigation.
Engineer control and traceable findings
CellBot follows a proposal, approval and audited-execution workflow. Test cases pass through the platform validator before running, and radio-state actions require approval. Keep the measurements, supporting protocol evidence and engineering interpretation visible when deciding the next step.
Questions about CellBot
What is CellBot, and how does it relate to MUTA?
CellBot is an AI test-engineer capability in the MUTA software workflow. It helps turn test intent into validated cases, run approved tests and explain results using available measurements and protocol evidence.
Can I describe a test in English or Chinese?
CellBot supports natural-language interaction in English and Chinese. Describe the objective and relevant test context, then review the proposed case and parameters before approving execution.
How are generated test cases checked before they run?
CellBot works with the available procedure catalog and parameters. The platform validator checks cases before execution, and the workflow includes engineer review and approval.
How does CellBot help investigate a failed test?
It uses measured results and available protocol evidence, including decoded NAS causes and L3 signaling, to help localize a problem across the case, UE, cell or core-network context. Engineers review the supporting evidence and decide what to investigate next.
How does it fit with my existing MUTA workflow?
CellBot adds natural-language case creation and result explanation to the MUTA workflow. Share the procedures and test steps your team uses so the required software configuration and approval process can be reviewed.
Can I use CellBot with an existing M208 or M240 setup?
Provide your MUTA software version, test-node configuration and intended workflow to Vankom. The supported combination and any configuration requirements should be confirmed for your setup.
Which language model and deployment arrangement should I use?
CellBot supports bringing your own language model. Review the model connection, hosting arrangement, network access and handling of test data with Vankom for the intended environment.
What should I prepare for a CellBot discussion?
Share your test objective, current MUTA and test-node setup, a typical test sequence and any model or deployment constraints. This gives the team a practical starting point for reviewing the workflow and required configuration.
Discuss your CellBot test workflow
Bring a test task your team wants to improve. Discuss how CellBot could fit your MUTA environment, review process and analysis needs.
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