Another Point of View
Enterprise field service teams spend months shadowing new technicians before trusting them alone. That model doesn’t scale. Here’s how remote visual support becomes your most effective training infrastructure — using the same tool your team already uses for customer diagnostics.
Read more →The 2026 field service trend reports have AI-powered dispatch and predictive maintenance right. What they’re missing is the step that comes first: capturing clean diagnostic data in the field. Without remote visual diagnostics as a structured data layer, every AI investment runs on guesswork dressed up as ticket notes.
Read more →A surprising share of returned equipment arrives at the depot in working condition — and it’s not because your field techs are incompetent. It’s because they’re being asked to make high-stakes decisions with no evidence. Here’s the visibility fix that actually moves the needle.
Read more →Most field service teams skip video triage because they think it is complicated. Here is the 5-minute method for video triage field service that pays for itself every time you prevent a wasted truck roll.
Read more →Time-to-resolution is in every SLA. Time-to-diagnosis is in none of them — and that’s where your real support cost lives. Here’s the metric hiding inside your handle-time numbers, and why it changes how you calculate video support ROI.
Read more →Enterprise AI budgets for field service are surging, but most of the money targets scheduling and workflow automation. The moment that actually kills ROI, when a technician arrives and cannot diagnose what they are looking at, never makes the RFP. Here is why that gap is costing more than any platform can optimize away.
Read more →Gartner says $234B in enterprise software is at risk from AI agents doing the work without needing the software. Most support tools won’t survive. A few will — and the reason isn’t what you think.
Read more →AI agents fail at hard tickets because they can’t see the physical world. Visual escalation isn’t a fallback — it’s what makes AI-first support work.
Read more →Field service AI has conquered scheduling, dispatch, and invoicing. But the one thing that actually drives ROI—first-call diagnosis—still requires human eyes on the problem.
Read more →AI deflection doesn’t reduce support complexity. It concentrates it. The tickets that survive your AI filter are a different category of problem, and most teams aren’t equipped to handle them.
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