High-frequency recurring operations — not project-based
Unlike trades where a typical job lasts 1-5 days, window cleaners typically run 15-40 stops per day, with each stop taking 15-60 minutes. That means planning and route efficiency carry twice the weight as in other trades: 20 minutes of wasted driving per employee per day = 80 hours/year lost. AI route optimization isn't 'nice-to-have' for the industry — it's often the single biggest ROI when switching from Excel or paper schedules. We regularly see 12-18% reduction in driving time after the first month with dynamic route planning.