25 Years of Inspection Technology: What Has Changed, What Hasn’t, and What Still Matters Twenty-five years of transition from paper clipboards to AI image recognition have drastically accelerated inspection speed, yet checkbox fatigue and unresolved hazards remain. - By Naaman Shibi - Jun 17, 2026 Cast your mind back to 1999. Most workplace inspections were done on paper. Clipboards, carbon copies, filing cabinets. A completed checklist was folded, handed to a supervisor and often never looked at again unless something went wrong. Deficiencies lived in a drawer. Follow-up was whoever remembered to follow up. A lot has changed since then. And some things, frustratingly, haven’t changed at all. What Has Changed The Medium The most visible shift has been the move from paper to digital. Over the past 25 years, clipboards gave way to PDAs, PDAs gave way to tablets and smartphones, and smartphones gave way to purpose-built mobile applications designed specifically for field data collection. Today, an inspector on a mine site, a construction scaffold or a warehouse floor can complete a structured inspection, photograph a deficiency, assign a corrective action and submit a report before they have walked back to the site office. That workflow used to take days. The Data Paper inspections produced records. Digital inspections produce data. That distinction matters more than it might first appear. A paper record tells you what happened at a point in time. Digital data, accumulated across hundreds or thousands of inspections, tells you what is happening across your entire operation. Trends become visible. Patterns emerge. You can see that the same piece of equipment fails its pre-start check every third Monday, or that one particular site consistently generates corrective actions that are never closed. That kind of insight was impossible to extract from a filing cabinet. Speed And Accountability The