Industry Example · Logistics
Amazon — Warehouse Robotics
The problem: Fulfillment had to keep pace with massive order growth without proportionally increasing manual warehouse work.
What they built: After acquiring Kiva Systems in 2012, Amazon scaled robotics across its fulfillment network — mobile robots that bring inventory to workers, plus newer systems like Sequoia for storage and order processing.
1M+ robots deployed · Sequoia stores inventory up to 75% faster · Order processing up to 25% faster
Source: Amazon About Amazon news (2023–2025)
Industry Example · Food & Beverage
Domino's — Digital Ordering
The problem: Phone orders were slow to take, hard to track, and difficult to scale as the chain grew.
What they built: Domino's invested heavily in digital ordering — website, mobile app, and tools like Pizza Tracker — making online ordering the primary way customers order.
85%+ of U.S. retail sales via digital channels (2024–2025)
Source: Domino's Pizza annual reports & investor relations (10-K, FY2024–2025)
Industry Example · Logistics
UPS — Route Optimization (ORION)
The problem: Delivery drivers covered unnecessary miles every day, wasting fuel, time, and money across a fleet of tens of thousands of vehicles.
What they built: ORION (On-Road Integrated Optimization and Navigation) — route optimization software developed over a decade and rolled out to U.S. drivers to calculate the most efficient daily routes.
~100M fewer miles driven per year · ~10M gallons of fuel saved annually (at full U.S. deployment)
Source: UPS press release (March 2015); INFORMS Edelman Award (2016)
Industry Example · Media
Netflix — Recommendation System
The problem: With thousands of titles in the catalog, customers couldn't browse everything manually — discovery had to be automated and personalized.
What they built: A recommendation engine that learns from viewing behavior and surfaces titles tailored to each subscriber across the Netflix experience.
~80% of hours streamed influenced by recommendations
Source: Netflix research publication, ACM Trans. Management Information Systems (2015)
Industry Example · Retail
Starbucks — Mobile Ordering
The problem: Long in-store lines and no digital channel for customers who wanted to order ahead and skip the wait.
What they built: Mobile Order & Pay through the Starbucks app, integrated with the Starbucks Rewards loyalty program to drive repeat visits and digital engagement.
31% of U.S. transactions via mobile order (FY2024) · Rewards members = ~60% of U.S. tender dollars
Source: Starbucks Digital IR Dashboard (FY2024, U.S. company-operated stores)
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