A municipal utilities board asks what business benefit they should expect if they invest in Big Data analytics for outage patterns. Which benefit is the soundest expectation?
Select an answer to reveal the explanation.
Short Explanation
Buying a famous box is not the benefit—using the evidence is. Outage analytics pay off when crews and planners make sharper decisions and smoother restorations from patterns they could not see before. Governance and people still matter; the tools do not erase that work.
Full Explanation
Commercial and operational benefits of Big Data center on improved decisions, process optimization, and strategic insight from multi-source evidence—not on brand acquisition or automation theater. A municipal utilities board investing in outage-pattern analytics should expect sharper restoration decisions and clearer drivers when sensors, tickets, and weather are analyzed together. That is a civic value story: fewer prolonged outages and better crew deployment, not a shopping-list outcome.
Automatic replacement of every field technician with an unsupervised cluster fails by concept: analytics improve operations; they do not erase skilled field work or governance. Treating purchase of a brand-name Hadoop appliance as the benefit itself fails by concept: a SKU is a means, not the operational outcome. Claiming Big Data eliminates data-quality and governance work fails by concept: platforms amplify both good and bad inputs and still require stewardship.
Exam caveat: Expect benefits framed as decisions, process improvement, and insight—not as full workforce replacement, vendor brand trophies, or the end of quality controls.
Operational check: Define outage KPIs the board will track after the pilot (restoration time, repeat outages, crew miles), map which multi-source feeds feed those KPIs, and keep a data-quality owner on the project charter.