A vendor demo at a county IT summit claims 'spectrum AI auto-fixes everything,' so predictive and measured surveys are unnecessary before a courthouse WLAN refresh. What should the CWNE-level recommendation be?
Select an answer to reveal the explanation.
Short Explanation
Cool AI dashboards are helpers, not a hall pass to skip walking the courthouse with real spectrum and survey data. Expert practice still gathers evidence before and after changes. Ping-from-the-NOC isn't an RF acceptance test.
Full Explanation
At a county IT summit, a vendor claim that “spectrum AI auto-fixes everything” so predictive and measured surveys are unnecessary before a courthouse WLAN refresh should be rejected at CWNE depth. Automation may assist classification and alerting, but expert practice still requires spectrum analysis and survey validation for evidence-based RF design and acceptance. Courthouse capacity, materials, and client mixes are too consequential to trust unverified auto-tuning alone.
Canceling all surveys because AI spectrum features make physical measurement obsolete abandons acceptance criteria municipal projects need. Replacing every AP with consumer mesh units so no RF planning is needed substitutes consumer convenience for enterprise RF design. Skipping spectrum work and validating only with a single NOC ping after cutover checks IP reachability, not RF quality or interference.
Exam caveat: tools assist experts; they do not retire surveys, spectrum, or as-built validation on civic WLAN refreshes. Operational check: keep predictive design, pre/post measured surveys, and spectrum baselines in the courthouse refresh SOW; treat AI features as assistants whose recommendations are verified against those measurements.