Most superintendents and project managers take a lot of photos every day. The photos are useful, but the progress report that's supposed to explain them often gets written late on a Friday from memory, or not at all. Current AI assistants can look at photos and describe what's in them, which makes this one of the easiest construction workflows to hand off as a first draft.
Set up a simple routine
Before you leave the site each evening, pick the ten to twenty photos that matter, the ones that show what changed. Upload them to a paid business-tier AI assistant along with the day's basics: the project name, which areas or floors the photos cover, the crews on site, the weather and anything that went wrong. Ask for a progress note in the format your client or owner already expects.
A prompt that works well looks something like this. "Here are today's photos from the second-floor framing at the Elm Street project. Draft a daily progress note with work completed, work in progress, any visible issues and items for tomorrow. Describe only what you can see in the photos or what I've told you. If you can't tell what something is, say so."
Give it your template once
Paste in a past report you were happy with and tell the assistant to match its headings and tone. If your assistant supports saved instructions or projects, store the template there so you don't have to paste it every day. Consistency matters more than polish here, because owners read these reports quickly and look for the same sections every time.
Where it gets things wrong
AI is good at describing what's visible, such as drywall hung, conduit run, or a pallet of block delivered. It is poor at judging quantities, percentages complete and whether work meets spec, and it can't see what's behind a wall or out of frame. It may also guess at materials that look alike. Treat anything about quantity, quality or schedule impact as something you write yourself.
Be careful with photos that show workers' faces, neighboring properties or client documents. Check that your company is comfortable with those images going to the AI provider, and use a business plan that doesn't train on your data.
Try it this week
Run it in parallel for one week. Write your normal report, have the AI draft one from the same photos, and compare them. If the draft saves you most of the writing and you only need to correct the judgment calls, keep going and make it part of the daily routine.