A program manager pilots an agentic workflow that triages 1,200 vendor invoices monthly, cutting cycle time from six days to one day but requiring analyst review for low-confidence extractions and a new Copilot license cost. Which business-value assessment should the manager perform to decide on full rollout of the agentic workflow?
Select an answer to reveal the explanation.
Short Explanation
You're weighing the whole scale, not just one side, and trade-offs reveal true value. Like checking profit after expenses, you compare gains against real costs.
Full Explanation
The full rollout decision requires a complete business-value comparison that captures both sides of pilot economics: on the benefit side the value of reducing cycle time from six days to one day across 1,200 invoices monthly plus the value of fewer extraction errors, and on the cost side both the ongoing analyst review needed for low-confidence extractions and the incremental Copilot license cost. The labor-productivity comparison that values benefits against analyst review effort at scale is a standard capacity-planning approach but fails by total-cost concept because it omits the recurring technology cost and therefore overstates net value when scaled to full volume. The SaaS value comparison that values speed and quality against full license costs is a common license-ROI approach but fails by human-in-the-loop concept because agentic extraction remains probabilistic and low-confidence items still consume reviewer time that must be priced as operating cost. The cycle-time business case that values the six-day to one-day gain against review and license costs is a common throughput-justification approach but fails by quality-value concept because it ignores error reduction and the avoided downstream rework, overpayments, and compliance risk. Exam caveat: do not select a partial ROI simply because it quantifies volume or uses loaded rates; a valid rollout case must include all incremental benefits and all incremental operating costs, not only the most salient pilot metric. Practical check: re-run the math as monthly volume times minutes saved per invoice at fully loaded cost plus avoided error cost, minus measured review minutes for low-confidence cases plus total license fees, before approving rollout.