Five AI Apps for Construction Site Work: Photos, Logs, Checks

CompanyCam turns photos and spoken notes into reports and checklists. JobTread summarises daily logs inside a full construction suite. Jobber adds voice and chat to its job records for admin users. Fieldwire is testing voice-created tasks on plans and punch lists. Mitti turns photos or voice notes into inspection issues. Choose by the job that costs you most time.

Two cautions shape the whole list. Several of these AI features are labelled beta or sit on select plans, and the vendors' own pages disagree in places, so each section says what the pages state and where they conflict. And AI that listens to a noisy site and writes it up will sometimes be wrong, so each section ends with what to review before a log reaches a client. I picked five that publish their AI details and prices (two have free plans) so you can try them without a sales call. The sample notes, drafts and sums in each section are my illustrations of what to check, not vendor output. For a deeper look at one photo-first option, see the construction photo documentation app tutorial.

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CompanyCam: a walkthrough that writes its own report

CompanyCam is built around project photos with tags, descriptions and comments. Its AI sits on top of that. The glossary in its help centre defines the main pieces: a Summary (a short AI-written headline and context for a set of photos, using one AI Action), a Daily Log (a day's photos and notes pulled into one update for the office or customer), a Progress Recap (a project's progress over time, for a customer, foreman or project manager) and a Walkthrough Note, where you build the document while you walk, talk and shoot.

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The Walkthrough is the most flexible, and CompanyCam's own best-practice article says so. You speak first, capture a photo, then repeat, giving context up front ("rear extension, east wall") and saying when you move between areas. Per its help article, a Walkthrough is made in the mobile app, runs up to 15 minutes, can be recorded offline if you opened the project first, and can be converted into a checklist. A separate "Checklist from Voice" option builds a checklist from what you describe, and you can complete one by voice with a microphone button and photos taken as you go. The checklist feature is mobile-only and, in the words of the article, available on select plans.

Which plan carries the AI. The pricing page lists Core at $63, Crew at $129 and Scale at $199 a month on annual billing, with Core including one user (two at most), the other two including three, and extra users at $29. Its comparison table shows AI credits of 10, 100 and unlimited. Its FAQ says AI is included in Crew, Scale and Enterprise, and the help articles say only "select plans". Those do not agree, so ask CompanyCam in writing what Core's 10 credits cover before you pick it for the AI. The vendor's AI features page also carries a "Join the AI Beta" form.

The credits matter more than they look. The glossary says each Summary, Daily Log, Progress Recap and Walkthrough Note uses one AI Action, as does creating or completing an AI checklist by voice, and that credits set how many actions you can run. If one credit buys one action and the allowance resets monthly (the pricing page states neither), Core's 10 would cover two weeks of daily logs for a single crew, while Crew's 100 is roughly four or five actions per working day across the firm. Count how many AI documents your crews would produce in a normal week before you choose between them.

A sample walkthrough. A foreman finishing a bathroom refit speaks for about four minutes: "Upstairs bathroom, north wall. Tiling complete to the window reveal, 40 millimetres gap left at the floor for the trim. Silicone not done. Photo." He repeats for the shower tray, the extractor and the door lining. The draft document comes back with a heading per area, the photos in order and a short to-do list. What to fix in a draft like this: any figure (check the 40 millimetres against what you said), any "complete" that you actually said was "to the window reveal", and any area where you forgot to name the location, because the AI will guess.

Watch-outs. CompanyCam says Summary, Daily Log and Progress Recap need photo descriptions, and with none the template produces an empty document. It also warns that AI is not perfect and that technical language interpretation is still being improved, and tells you to review everything before sharing. If you already run Jobber or JobTread, check the integration pages: a new JobTread job creates a project in CompanyCam and files edited in CompanyCam update in JobTread, while the Jobber integration sends CompanyCam photos, videos and files to the most recently updated request, quote or job. That last detail is the one to test, because a customer with a live job and a fresh quote for extra work can end up with this week's site photos on the quote instead of the job.

JobTread: daily logs kept inside the job, summarised for the client

JobTread is a construction management suite, so its daily logs sit next to estimates, budgets, schedules and invoices. A daily log holds notes and custom fields, plus uploaded photos, videos and files, with photo markup available from the log. The app is a progressive web app that installs on phones and tablets from the browser, not a store download, and the same site says it works on Apple, Android and Windows devices at once.

Its AI page lists ten built-in tools, flagged as new in the site menu. The ones that touch site work are AI Daily Log Summaries (which combines multiple daily logs into one shareable progress summary), AI Receipt Scanning (which captures details from a receipt photo), an AI Writing Assistant for project content and messages, AI Form Builder, and AI Plan Import and Count Tools. The rest are AI Estimating, AI Report Builder, AI Formula Builder, AI Autofill for the web clipper (pulling product details from supplier sites into cost items) and an AI Support Assistant, and a separate section explains connecting ChatGPT or Claude to your account through JobTread's MCP server.

Which plan carries the AI. JobTread sells one plan: $199 a month including one internal user, plus $20 for each of users two to ten ($16 on annual billing, which saves 20%). The pricing page says all features are included and that there is no free trial, with a 30-day money-back guarantee on monthly subscriptions. It does not say whether AI use is metered, and the AI page names no plan, price or beta label. So the safest reading is "no separate AI charge is stated", which you should have confirmed in writing.

A weekly summary to check. Say five daily logs from a loft conversion say, in order: scaffold up, strip roof covering, steels delivered, steels in and propped, boarding two thirds complete. The AI summary for the client reads: "This week the roof covering was removed, the steels were installed and propped, and boarding is under way." What to fix: the draft is fine on facts but flat on risk. It omitted that the steels went in a day late because of the delivery, which matters if the client asks about the programme. Add that sentence yourself before sharing. If your logs only say "worked on loft", the summary will be equally empty, and no tool can repair that.

Watch-outs. With no free trial you are testing through a demo or a 30-day monthly subscription, so schedule the trial for a live job. A suite also asks for more setup than a photo app: you will be loading estimates and cost items as well as logging. JobTread pricing for a five-person builder works through what that costs a firm of your size.

Jobber: voice and chat on the job record, with an admin-only catch

Jobber is a field-service system built around requests, quotes, jobs and visits. Its field documentation page says crews can capture photos and videos tied to the job and client, mark them up with circles, arrows, measurements and notes, add notes by text, photo, video or Jobber Voice, and complete checklists with or without internet service. It also says Jobber Voice can record notes in any language and translate them.

The AI help article is titled "Jobber AI Voice and Chat (Beta)". In the mobile app you tap the sparkle icon and speak. It lists quotes (create, edit line items, convert to jobs, collect signatures), jobs and visits (create, reschedule, complete, add job notes, start and stop visit timers), requests and to-dos, clocking in and out, creating clients and sending quotes or invoices by text or email. The same article notes that Jobber AI generates text only, so photos and videos are still things your crew captures and attaches.

Which plan carries the AI. The help article says "Jobber AI is available on all plans". Jobber's price list shows Core at $49 a month for one user ($29 with annual prepayment), with extra users at $29 each, so four users on Core month to month come to $136 at list price. Its promotional offers have end dates, so quote the standard prices.

The catch to test. Jobber's pages do not line up on who can use voice. The pricing page lists "Jobber AI Voice for Field Workers" under field documentation, and the field documentation page says crews can add notes with Jobber Voice. The help article, updated on 28 October 2026, says taking actions, business questions and voice tasks are available to admin users, with non-admins limited to product-support questions (and, on the Plus plan, voice in the app for product support). The help article is the most specific and most recent of the three, so plan on voice actions needing an admin login until Jobber confirms otherwise in writing. Before you tell a crew it is coming, log in as a non-admin crew member and try a request like this: "Add a job note: the customer wants the radiator moved three hundred millimetres. Create a to-do for the office to price a variation." Check that the note landed on the right job and that the to-do names the office user.

Watch-outs. Jobber's strength is the office-to-van loop, not drawing-based documentation, so it suits renovation and trade crews more than a multi-trade site. If your jobs are mostly quotes and visits, AI automation for construction companies, from daily logs to invoices shows how the log feeds the invoice.

Fieldwire: voice-created tasks and punch lists on the drawings

Fieldwire is organised around plan sheets. Its punch-list page describes deficiencies that can carry a location on the drawings, photos, checklists, categories, due dates and assignments to trades, with a two-step verification in which only Fieldwire admins can verify completion, and PDF exports of tasks by category or status. It runs on iPhone, iPad and Android.

The AI layer is called Field Intelligence, and its own page describes five features in three sections, each section ending with a "Sign up for beta" link: Ask (questions about jobsite status, searched across plans, tasks, photos and forms), voice-driven task creation and updates, AI-powered RFI editing, talk-to-action reports, and form-to-task conversion. The page says Fieldwire never uses customer data to train AI without explicit permission. It names no plan and no price for Field Intelligence; its FAQ asks whether it is free or part of a subscription, but no answer displayed when I read it.

Which plan carries the AI. None is stated, and that includes the free one, so treat it as a beta you apply for. The core product is priced per user a month on annual billing: Basic is free (3 projects, 5 users, 100 sheets, with checklists and photos), Pro is $39, Business adds custom forms at $64, and Business Plus adds RFIs, submittals, change orders and budget at $89.

A punch walk by voice. Picture a site manager walking a finished second-floor flat and calling out items: "Scratched glazing, kitchen window. Owner glazier. Due Friday." and "Loose socket plate, bedroom two. Owner electrician." The voice feature should turn each into a task with an owner. The review is the same each time: is each task on the right plan sheet at the right location, does it have an owner and a due date, and is the wording one the trade will understand? Fourteen items spoken in ten minutes is a good test; fourteen items you still have to fix for twenty minutes is not a time saving.

Watch-outs. The beta label means features can change, and per-user pricing grows quickly across subcontractors. The free tier's 100-sheet limit is real, so a large drawing set will outgrow it. For a homemade alternative, a snag-list photo app built in Glide shows what a firm can assemble itself.

Mitti: inspections and issues raised from a photo or a voice note

Mitti, the inspection and operations app from SafetyCulture (it carries the "Mitti by SafetyCulture" name), is the odd one out: it is not a photo gallery. It is a checklist, inspection and corrective-action system. Its inspections page says checks work on any device, online or offline, with auto-save and offline syncing, lets you assign follow-up tasks when a result needs action, and lists toolbox talks among its checklist categories. A separate contractor management module is pitched at getting every contractor site-ready before they step on site.

The AI items listed in its navigation are an AI Assistant (create checklists, training and surface information), AI Issue Capture (turn photos or voice notes into actionable issues) and Agents, where its page says nothing gets actioned without sign-off.

Which plan carries the AI. This is the clearest of the five. The pricing page gives Free (up to 10 seats and five active inspection templates) 300 AI credits per full seat a month, Premium at $24 per seat a month on annual billing ($29 monthly) 500, and Enterprise 800, noting that credit use varies by feature. It does not say how many credits one drafted issue uses, so watch the balance for the first fortnight of a trial.

A filled-in check. Take a weekly housekeeping and access check for a four-person firm: walkways clear (pass), edge protection secure (fail, photo attached), materials stacked safely (pass), waste skip area tidy (pass), first-aid kit stocked (fail, note: plasters missing). The two fails become issues with owners and dates. Using AI Issue Capture, the foreman photographs the edge protection and says "loose board at the stair opening, level one". Review the draft issue: is the location right, is the severity what you would have chosen, and is it assigned to a person, not a team?

Watch-outs. An AI-captured issue is a prompt for a person to act, not evidence that someone competent checked the hazard. For logging near misses specifically, logging near misses in a construction app goes further. Do not let the tool become the competent person.

What four users cost a month, and the minutes that must be saved

Price alone is a poor guide, because the cost has to be earned back in time or avoided disputes. Run the numbers for a four-person firm (a foreman, two carpenters and an office manager) paying for four users on each tool at the list prices above, with the foreman's time worth $45 an hour over 21 working days a month. The last column is the minutes a day the AI features must save for the subscription to break even on time alone.

Now the uncomfortable part. If the foreman spends 20 minutes a day on the log and photo filing and the AI draft cuts that to 8 minutes of review, he saves 12 minutes a day, or 252 minutes a month, which is worth $189. That covers CompanyCam Crew or Jobber Core, but it does not cover JobTread by itself. The point is that JobTread is also replacing estimating and costing tools, so the AI log summary should be a bonus on a platform you would buy anyway, not the reason. If saved time is the only argument for any of these, run the arithmetic with your own wage and your own minutes before you pay. The wider question of what a trades firm should buy first is in what a three-van trades firm buys first.

A test on one real job before you pay for anything

Run any two candidates side by side on the same live job for five working days. Use the same crew, the same photos and the same spoken script, so the difference is the app and not the people. Score each day on four things and write the numbers down.

1. Capture time: how long the foreman spends photographing and speaking, in minutes.
2. Edit time: how long to correct the draft until you would send it to a client.
3. Errors: wrong numbers, wrong locations, overstated progress. A tally, not an impression.
4. Usable output: did the draft go to the client or the office without a rewrite?

A scoring row for one day might read: capture 9 minutes, edit 6 minutes, errors 2 (a wrong unit and a wrong room), usable without a rewrite: yes. If the edit time is longer than the time the log used to take, the app has not helped yet. Check both apps with the least-patient person on the crew. If the quietest carpenter will not use voice on site, you have your answer faster than any demo would give it.

Rules for photos and spoken notes that work in any of the five

Most poor AI output starts with poor input. These habits come from CompanyCam's best-practice advice and from common sense about any voice tool, and they transfer.

• Say the location first, every time. "Ground floor, rear extension, east wall." The AI cannot see which wall you are facing.
• Speak like a phone call. Clear, steady, not rushed, away from the saw. CompanyCam says to reduce background noise and avoid muffled speech.
• Put units on every number. "Six hundred millimetres", not "six hundred".
• Say status and next step. "Lintel set and propped. Next: block up to 14 courses on Thursday."
• Describe the photo, even briefly. Documents built from photos need descriptions or tags to say anything useful.
• Keep one photo to one point. Five angles of the same crack beat one wide shot of the whole wall.

A filled-in spoken note that follows these rules: "Ground floor, rear extension, east wall. Bricklayers. Course fourteen complete. Lintel over the bi-fold opening set and propped. Six hundred millimetres of cavity wall still to build. Waiting on the foreman to check the props. Next: scaffold lift Thursday." It runs under twenty seconds and gives the AI a location, trade, status, one measurement and a next action.

Where AI gets a site wrong, and the review that catches it

Five failures are worth guarding against in any voice-and-photo tool, and each has a one-line review.

The last one deserves a rule: nothing AI-written goes in a safety or compliance record without a named person reading and owning it. That is policy, not software. If you want one policy for photos, voices and subcontractor data across all your tools, write it before the rollout, not after the first complaint. The vendors' own pages are the place to check the claims again before you pay: Fieldwire's Field Intelligence page, JobTread's AI page and Jobber's AI Voice and Chat article all carry labels and limits that move.

Questions small construction firms ask about site apps

Do I need all five apps?

No. Pick one home for photos and logs, and add a second only if it covers a job the first cannot. A firm that already runs on Jobber or JobTread can add CompanyCam through its listed integrations. A firm with formal inspections might add Mitti. Running five at once just splits your records across five places.

Can I link CompanyCam to Jobber or JobTread?

CompanyCam publishes integration pages for both. With JobTread, a new job creates a project in CompanyCam, and files edited in CompanyCam update in JobTread. With Jobber, CompanyCam photos, videos and files go to the most recently updated request, quote or job, so check they landed on the right one. Neither page states plan requirements, so ask both vendors which plans you need.

Is it safe to let AI write a safety log or inspection?

Use it to capture and tidy what a competent person saw, never to decide what is safe. A generated line such as no hazards observed is not an inspection. The person who walked the site reads, corrects and signs the record, and the AI draft is treated like dictation from someone who was not there.

Do these apps work without a signal?

Partly, and it varies by feature. CompanyCam says a Walkthrough can be started offline if you opened the project first, but its Summary, Daily Log and Progress Recap do not work offline. Jobber says checklists work with or without internet service. Mitti says checks work online or offline, with auto-save and syncing. Test the exact AI feature you need in a basement before relying on it.

Further reads

• AI Tools for Construction Project Management: RFIs, Logs, Reports — Where site logs fit in the wider project-management routine.
• CompanyCam Alternatives for Roofers: AI Photo Reports and Checklists — CompanyCam compared with its closest rivals for one trade.
• JobTread vs Buildertrend for a Small Builder: Price, AI and Fit — JobTread priced against a larger suite.
• AI for Electrical Project Management: Diaries, RFIs, Snag Lists — Site diaries from voice notes for an electrical contractor.
• Best AI App for General Contractors: Site and Office Tools Compared — Site and office AI tools priced per month for a six-person firm, each with a worked example, plus four stacks from $189 a month.
• AI for Building Contractors: Chasing Subcontractors and Progress Updates — A weekly loop for contractors: one chase list, a four-rung ladder of reminders, and honest client updates drafted from site notes, signed off by you.
• AI in the Construction Field: Photos, Voice Notes and Punch Lists — Site crews take the photo and say one sentence; AI turns the captions into trade-by-trade punch lists and daily logs that the foreman reviews at the desk.
• Best AI for Building Companies: Quotes, Programmes and Site Admin — Tool types for a small building company, sorted by quotes, programmes and site paperwork, with one rear extension priced, programmed and documented.
• Best Free AI Tools for Construction: Where Each Free Tier Stops — Free AI tools a small construction firm can use today, with the exact limit on each: job cards, calls, scans, seats and chats, plus a three-month cost example.
• AI Tools and AI Development: The Complete 2026 Guide — the AI hub, including every tutorial in the AI-for-business series.

Sources: CompanyCam pricing, AI features and integration pages, and help centre articles on AI documents, AI checklists, best practices and glossary; JobTread pricing, AI, daily log and mobile app pages; Jobber pricing page, field documentation page and the Jobber AI Voice and Chat help article; Fieldwire pricing, punch list and Field Intelligence pages; Mitti pricing, inspections and AI pages. Read in October 2026.