AI construction progress tracking: what inputs you need

AI progress tracking tools turn jobsite imagery into a record of what has been built and, in many cases, compare it with a plan. Before you choose one, the most useful question is not "which is best" but "what does this tool need from us, and can our crews supply it every week?" Capture method, BIM model, schedule and review time decide whether a progress tool becomes part of the job or a pilot that fades.

This guide walks through those inputs and gives a fair way to pilot a tool. It does not rank products. Tool descriptions come from published Construction AI Tools listings, which are checked against provider sources. Always confirm current requirements with each provider.

The listed tools at a glance

The CAI-05 Field capture & progress group currently includes:

  • OpenSpace Capture: listed for visual jobsite records and progress comparison using 360° captures. The provider says its Spatial AI timestamps and maps captured imagery to floor plans.
  • Buildots: listed for comparing observed construction progress with BIM and schedules.
  • Doxel: listed for reviewing installed work using jobsite imagery and BIM. Doxel describes comparing 360° site capture with BIM to quantify work in place.
  • DroneDeploy Progress AI: listed for reviewing visual field captures for installed work and progress status. DroneDeploy describes using drone and 360° imagery.
  • Track3D ProgressTrack: listed for tracking installed work from visual jobsite records and comparing progress with schedules.

Side-by-side views of the published fields are available at OpenSpace Capture vs Buildots, Buildots vs Doxel, OpenSpace Capture vs Track3D ProgressTrack, Doxel vs Track3D ProgressTrack and OpenSpace Capture vs DroneDeploy Progress AI.

Input 1: How you will capture the site

Every tool depends on imagery, and the capture method is the input your team will feel most. Common approaches described across the listings and the wider market include:

  • 360° walks, usually with a camera mounted on a helmet or held on a pole, following a route through the building.
  • Drone flights over the site, useful for exterior and earthwork stages.
  • Fixed cameras that record the same view continuously.
  • Phone photos for spot checks.

Questions to settle with your team: who walks or flies, how often, how long a capture takes, and what happens when that person is on vacation. Questions to ask the provider: which cameras or drones are supported, whether capture must follow a set route, and what happens if a week is missed. OpenSpace's listing, for example, advises teams to confirm camera compatibility and project needs directly with the provider.

A tool that needs a weekly capture your crews will not reliably do is the wrong tool, however good its reports look.

Input 2: Whether a BIM model is required

Some listings describe comparing captures with a BIM model. Buildots' listing describes comparing observed progress with BIM and schedules, and Doxel's describes comparing 360° capture with BIM. Others describe mapping imagery to floor plans or comparing progress with schedules.

On Construction AI Tools, BIM compatibility on each listing reads "Not verified" until we have a provider quote that confirms it. That does not mean a tool is incompatible; it means you should confirm directly. Ask:

  1. Is a BIM model required, optional, or not used?
  2. Which model formats and levels of detail are needed?
  3. Who maintains the model as the design changes, and how are updates loaded?
  4. What does the tool do in areas the model does not cover?

If your projects rarely have a current, construction-level model, weigh that heavily.

Input 3: Your schedule

Several listings describe comparing progress with project schedules (for example Buildots and Track3D ProgressTrack), and Doxel's provider says the product can surface schedule risks. For schedule comparison to mean anything, the schedule has to be reasonably current and broken down in a way the tool can map to locations and activities. Ask which schedule formats are supported, how activities are linked to areas, and how often the schedule must be refreshed.

If schedule analysis is your main goal rather than visual progress, also look at the CAI-03 Scheduling & project controls group.

Input 4: Review time and turnaround

Progress results are only useful if they arrive while decisions can still be made. Ask each provider:

  • How long after capture are results available?
  • Does a person review results before they are shown, or are they fully automated?
  • How are uncertain or blocked areas shown?
  • Who on your team needs to review and accept the results each week?

Budget your own review time too. Even a fast report needs someone who knows the job to check it before it reaches an owner meeting or a pay application.

Input 5: Data, access and privacy

Jobsite imagery can show people, other trades and sensitive areas. Ask how long images are kept, who can access them, whether faces can be blurred, and how data is handled when the project ends. Follow your own company and client policies.

How to pilot a progress tracking tool fairly

  1. Pick a known area. Choose a floor or zone your team has already assessed by hand for the same week.
  2. Fix the inputs. Use the capture method, model and schedule you would use in production, not a cleaned-up version.
  3. Run several cycles. One capture shows the setup; three or four show whether the weekly routine holds up.
  4. Compare against your assessment. Note where the tool agrees, where it differs, and where it could not tell.
  5. Measure effort. Track capture time, upload and processing time, and review time per cycle.
  6. Decide on use, not features. Ask whether the team will keep capturing every week and whether the reports change any decision.

Using results for payment

Percent-complete figures from AI can be helpful evidence, but treat them as supporting information. Confirm against your own assessment and your contract requirements before using them in a pay application.

Related reading

Frequently asked questions

Do I need a BIM model for AI progress tracking?

It depends on the product. Some listings describe comparing against BIM and schedules; confirm requirements with each provider.

How should I pilot a progress tracking tool?

Pick an area your team has already assessed by hand and compare the tool's report against it over several capture cycles.

Is percent complete from AI good enough for pay applications?

Treat it as supporting evidence and confirm with your team and contract requirements.

What capture methods do progress tracking tools use?

Listings describe 360° captures, drone imagery and other visual jobsite records. Confirm supported cameras and drones with each provider.

Does Construction AI Tools rank progress tracking tools?

No. Listings are informational and are not ranked. Partner status does not affect inclusion, categories or ordering.

Editorial note

This guide is general information, not a recommendation of any product. Tool descriptions are drawn from published Construction AI Tools listings, whose provider sources were last reviewed between 2026-09-25 and 2026-09-26. Some provider links on this site may earn us a commission; see the Affiliate disclosure.

Sources used for tool descriptions: https://www.openspace.ai/products/capture/, https://buildots.com/product, https://doxel.ai/product, https://www.dronedeploy.com/product/progress-ai, https://track3d.ai/platform/progress-track, https://www.earthcam.net/visual-intelligence/artificial-intelligence-ai, https://www.evercam.com/ai-platform-suite, https://siteaware.com/platform (each cited on its listing).