Why AI Fails in Field Service: The Blind Spot No One Talks About

The Hidden Cost Draining Field Service

As veteran technicians retire and turnover rises, critical knowledge disappears, slowing onboarding, driving repeat visits, and eroding customer trust. 

AI alone can’t close the gap, because it’s starving for the real-world expertise that never makes it into manuals. The result is longer resolution times, overworked teams, and customers who quickly lose patience.

This white paper exposes the true cost of doing nothing, breaking down the financial impact of knowledge loss across your business. 

More importantly, it outlines a new path forward. See how you can capture expertise in the flow of work, feed it back into your teams and systems, and finally see measurable gains from your AI investments. 

Acting now isn’t optional… it’s the only way to protect performance, revenue, and customer loyalty.

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What You’ll Find Inside:

  • The hidden barrier to AI in field service — why technology isn’t the problem, but missing frontline knowledge is.

  • The service knowledge crisis — how retirements, turnover, and outdated systems are draining expertise faster than it can be replaced.

  • The real cost of doing nothing — a practical framework to calculate how knowledge loss and repeat visits silently erode revenue.

  • Why traditional knowledge efforts fail — and how static systems like PDFs and SharePoint are creating “graveyards,” not libraries.

  • Onboarding in crisis — why ramp-up times stretch to months and what it really costs your business when new hires can’t keep pace.

  • The shift to Remote Visual Intelligence — a new model for capturing expertise in the moment and turning it into a living, reusable system.

  • Measurable business outcomes — how organizations are already reducing onboarding times, lowering costs, and boosting first-time fix rates by capturing knowledge visually.

Ready to stop losing what you know?

Download the report now and start building knowledge that lasts.