ORION weighs 200,000 routing options per driver, every day, and trims 6–8 miles off each route. Across the fleet that's 100M+ miles, 10M gallons of fuel and $300–400M saved a year – plus 100,000 tons of CO₂ avoided.
Options analyzed per driver, per day
Removed from delivery routes
Estimated annual cost savings
Plus 10M gallons of fuel saved
A single UPS driver with 120-odd stops faces more possible route combinations than there are nanoseconds since the Earth formed. No dispatcher, and no driver's instinct, can find the best one. For decades routes were planned statically and left to driver habit – reasonable, familiar, and quietly wasteful.
Across 55,000 U.S. routes those small inefficiencies compound into staggering numbers. Every single mile shaved off the average daily route is worth about $50 million a year to UPS. Fuel is one of the company's largest costs, and every extra mile also burns fuel and emits carbon – so the waste hit the budget and the sustainability targets at the same time.
ORION – On-Road Integrated Optimization and Navigation – layers operations-research algorithms on top of UPS's package and vehicle data. For each driver it evaluates around 200,000 possible route alternatives, weighs distance, traffic, delivery windows and package volume, and returns the single most efficient sequence of stops – even favoring right turns to cut idle time and risk. The newer dynamic version re-optimizes mid-day as conditions change.
Illustrative – representative of how ORION resequences a single driver's route.
miles cut from delivery routes every year – the equivalent of roughly 400,000 laps around the Earth.from 6–8 miles per driver, per day
in estimated annual cost savings at full deployment – every mile off the average route is worth ~$50M a year.
gallons of fuel avoided annually – one of UPS's single largest operating costs, cut without cutting service.
of CO₂ kept out of the air each year – about 21,000 cars' worth. The savings hit the budget and the climate target at once.profit and sustainability, same lever
A few wasted miles per driver felt like nothing – until the math showed it was $300 million a year.The pattern behind every good automation
You don't run 55,000 routes – and you don't need to. Every business has its own small, invisible inefficiency repeated thousands of times: the manual scheduling, the re-keyed orders, the back-and-forth that adds a few minutes to every job.
That's the work we put a machine on. We find the decision your team makes by habit, build the system that makes it optimally every time, and run it – and we prove the number on your real data in 30 days, or you pay nothing.
UPS's small miles added up to $300M. Yours add up too. And they're closer than you think.
A 30-minute call with our senior team. You'll leave knowing what's automatable in your business, the number we'd go and hit, and how the money-back pilot works – whether you hire us or not.
30 minutes of pure value – no slide deck, just your numbersOr reach us directly · Telegram · info@beawhale.io
Figures from public reporting and case studies on UPS's ORION (On-Road Integrated Optimization and Navigation) platform, including INFORMS, Transport Topics and UPS corporate sustainability reporting. The ~200,000 route options per driver, 6–8 miles saved per driver per day, 100M+ annual miles, 10M gallons of fuel, $300–400M estimated annual savings and 100,000 metric tons of CO₂ avoided are drawn from these accounts. The route window above is illustrative. BeAWhale is not affiliated with UPS – this story is shared as an industry reference of what optimization AI makes possible.
