Use Cases & Learning Resources

Most last-mile delivery operations look stable on the surface — fuel costs are controlled, distances are consistent, and nothing seems broken. But looking at averages hides where the real costs are coming from. This is a walkthrough of delivery cost analysis across carriers, vehicles, cities, and time slots: a lens that tracks every delivery and reveals hidden inefficiencies. Watch how a simple breakdown exposes the real problem — failed deliveries, poor vehicle utilization, and mismatched demand — and pinpoints exactly where optimization should begin.

Most return-to-office mandates look fine on paper, attendance is up, headcount holds steady, and nothing seems broken. But looking at surface numbers hides where the real damage is happening. This is a walkthrough of workforce churn risk analysis across performance tiers, engagement scores, and exit patterns: a lens that tracks every employee and reveals who is actually at risk. Watch how a simple breakdown exposes the real problem - your highest performers disengaging fastest, living furthest from the office, and exercising their options before leadership even sees it coming.

Most insurance companies think they’re profitable — until claims start catching up. Looking only at premium vs claims hides where the real losses are coming from. This is a walkthrough of loss ratio analysis across products, channels, and geographies: a lens that traces every rupee back to its source and reveals hidden risk. Watch how a simple breakdown exposes the exact segment bleeding money — before it’s too late.

$257 million in revenue. Five production lines. Everything looks strong, until you look closer.

A Logistics company with 336 trips a year, 112 trucks across 3 routes. On paper, it looks fine. But one route, Airport to Warehouse keeps blowing past its monthly fuel target, month after month. First check out the trip volume. Then ruled out distance. Then split the data by truck type and everything changed. Old trucks on the Airport route are burning through fuel at catastrophic rates. And the turning point? Year 5. That's exactly where consumption spikes and never recovers. As it turns out, replacing them is cheaper than keeping them.