An operations team spends 6–8 hours each week manually compiling data from five different systems into a weekly performance report. Best problem statement?, Employees don't know how to use Excel, Absence of an automated data pipeline across five systems forces manual weekly reporting, causing errors and decision delays, A consumer goods company consistently runs out of its top 20 distribution units during the festive season, losing an estimated 15% revenue, best possible idea to fix?, Increase safety stock for all 5 units, Pilot an ML-based demand forecasting model on the top centres, Problem: Office space utilization is poor. how do we fix?, Reduce office area, Manual booking sheet, IoT-based smart workspace management system, Fixed seating, Problem: New hires take months to become productive. how can we FastTrack learning?, More training sessions, AI onboarding companion with personalized learning paths, Longer induction program, Printed manuals, AI resume screening project progress as shown: Idea -> PoC->development->Live. which critical dev flow missing??AI Resume Screening Project, HR approval, UAT, AI bot to auto-resolve 40% of repetitive helpdesk tickets. Build cost: $80K. auto-resolution of 35% tickets bring = ~$147K annual saving.Can KTEC review shortlist the idea?, Reject — AI is too risky and ROI is unproven., Approve with conditions — ROI calculable
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Final Quizz 1
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Varshitg
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