Insights, Stories, and Intelligence Behind the Inspection Revolution
Watch the Future of Inspection Take Shape
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Road damage detection: how AI finds potholes and cracks from existing cameras
AI road damage detection uses computer vision to find potholes, cracks and other pavement defects in images and video from cameras that already drive past or watch the road: dashcams on municipal and service vehicles, CCTV, phones and drones. Each defect is classified, graded for severity and pinned to a map, so maintenance teams can ...
Automated visual inspection in manufacturing: what AI catches that people miss
Automated visual inspection uses cameras, controlled lighting and software, increasingly AI, to check every part on a production line for defects without relying on a person's eyes. It matters because human inspection is less reliable than it looks: a literature review by Sandia National Laboratories found that error rates of 20% to 30% are frequently ...
Claims automation: what can be automated today, and what can't
Claims automation means using software, rules and AI to move an insurance claim from first notice of loss to payment with as little manual handling as possible. Today the steps that automate reliably are intake, evidence capture, policy checks, damage assessment on simple claims, fraud screening and payment within set limits. Injury, disputed liability, large ...
PDI checklist: what to check before taking delivery of a new car
A PDI checklist is the list of things to check on a new car before you accept delivery: the paperwork and identity numbers, the odometer, the paint and body, the interior and electronics, the engine bay and fluids, and a short test drive. PDI stands for pre-delivery inspection. The dealer carries out its own PDI ...
Car insurance inspection: how AI self-inspection apps work
A self-inspection app turns a car insurance inspection into something the policyholder does on their own smartphone, in minutes, instead of waiting for a surveyor. The app guides them around the vehicle and captures photos or video live. AI then checks the car's identity, finds and grades any damage, and returns a condition report the ...
Hotel housekeeping checklist: what to check in every room
A hotel housekeeping checklist should cover, room by room, every surface a guest sees or touches, every system they use and every safety item they rely on: the entrance and door, the bedroom, the bathroom, and the amenities in each. Two rules sit above any list: every system in the room works, and nothing from ...
Automotive paint defects: types, causes and how they're caught
Automotive paint defects are flaws in a vehicle's paint film that show up as uneven texture, trapped particles, holes or blisters, runs, or patches of the wrong colour. The ones paint shops deal with most are orange peel, dirt and dust inclusions, craters (also called fisheyes), runs and sags, solvent pop, pinholes, mottling and dry ...
AI in insurance: where it works today in underwriting and claims
AI in insurance works best today on narrow, high-volume decisions that used to need someone to go and look: inspecting a vehicle or home before cover starts, assessing damage on a claim, checking that the photos are genuine, and settling simple claims without anyone touching them. It is weaker, and more tightly regulated, where a ...
التشوه البصري: ما هو وكيف يكشفه الذكاء الاصطناعي
التشوه البصري هو كل ما يسيء إلى المشهد العام في المدن من فوضى وإهمال من صنع الإنسان، من اللوحات المخالفة إلى الحفر والأرصفة المتضررة. ما مظاهره، ولماذا يهم، وكيف يرصده الذكاء الاصطناعي.
Visual pollution: what it is and how AI detects it
Visual pollution is the man-made clutter and decay that make a street look neglected: unauthorised billboards, graffiti, construction waste, potholes, broken pavements, abandoned cars. It is hard to manage because it is everywhere, it changes every day, and inspectors only see the streets they reach that week. AI changes that by turning the cameras a ...
Can AI damage assessment replace insurance surveyors?
No, and it doesn’t need to. AI replaces the inspection, not the surveyor. Pre-inspections can run end to end without a site visit. In India, motor claims below ₹50,000 don’t legally require a registered surveyor, and insurers already assess many of them with app-based AI. Above that line, a licensed surveyor still signs off. The ...
The damage you cannot see on a composite airframe
The inspection that has to catch what the eye cannot General visual inspection during A, B and C checks depends on trained engineers examining a very large exterior surface for damage that composite materials are good at concealing. The consequence of a miss is not a warranty claim. It is also an inspection that ...
Every wrong item shipped costs you twice
Automation that only moves things is not enough Warehousing runs on a fixed sequence — receive, put away, store, pick, pack, ship. Conventional robotic process automation is good at the movement between those steps. It is not good at the judgement inside them. The judgement is the check. Is this the right product, in ...
Six inspections, six different answers
The automotive lifecycle is an inspection problem in six parts Manufacturing, logistics, dealership, insurance, service, resale. Each stage inspects the same physical object. Each records the result in its own format, to its own standard, in its own system. Nothing carries forward. The consequences are predictable. Damage introduced in transit gets argued about at ...
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