At a glance
- A change order fails to get billed when a handoff breaks: field identification, pricing, signature routing, or billing.
- Named surveys, some vendor-sponsored, report unbilled and written-off change order revenue and misaligned change logs; none measures what causes it.
- A four-stage paper-trail table shows what breaks, what an AI agent can prepare, and the human decision at each stage.
- AI can draft a change order package from project records; project managers and estimators still price the change and approve scope.
- If your project management suite already covers a stage well, start where the gap is instead of replacing it.
Why do change orders go undocumented, disputed or unbilled?
A change order is a written agreement that changes the scope, price or schedule of a construction contract. Scope creep is the informal version: extra work that grows without a matching written change. The money is lost in the gap between the two. This article is written for mid-size and large contractors, where many projects run at once and the paper trail passes through field, project management, accounting and the owner or general contractor (GC).
Procore's 2022 report with Dodge Construction Network, a Procore-sponsored survey of over 500 specialty contractors in the United States, Canada, the United Kingdom and Australia/New Zealand, states that "Approximately 30 percent of project revenue is lost because of change orders that go unbilled and unpaid"[1]. Treat that as a vendor-sponsored estimate from specialty contractors, not a measured industry average.
A 2026 Clearstory and Dodge Construction Network report, produced by a change order software vendor, found that 66% of subcontractor respondents had written off change order revenue in the last 12 months, and that half say their change order logs are misaligned with their GCs'[2]. The report page does not state the number of respondents.
Disputes have a documentation side too. Arcadis, a consultancy, lists among the most frequent causes of construction disputes in its 2023 disputes report for North America "Errors and/or omissions in the contract documents" and "Poorly drafted or incomplete and unsubstantiated claims"[3]. The second item is the kind of problem a change order faces when its backup is thin.
What causes construction cost overruns tied to change orders? From the contractor's side, the cost of changed work is incurred whether or not it is recovered, so unrecovered change work shows up as margin loss. None of these sources ranks the causes. These are the failure points to check:
- An unrecorded field change, where extra work starts without a written direction.
- A price built without the backup the owner or GC will ask for.
- An unsigned approval that nobody chases.
- A signed change that never reaches the pay application.
The change order paper-trail table
The table follows one change order through four stages. Use it as a review checklist for your own process. The third column describes what an AI agent can prepare from your documents; the fourth is the decision that stays with a named person at your company.
| Stage | Where the trail breaks | What an AI agent automates | Human decision point |
|---|---|---|---|
| 1. Field identification | Extra work is done on a verbal direction; the daily report, photos, RFI (request for information) and email thread are in different places. | Matches daily reports, RFIs, meeting notes and emails to the contract scope and flags entries that look like possible changes, with the source documents attached. | The superintendent or project manager decides whether the item is a change and whether to stop, proceed or escalate. |
| 2. Pricing | Labor, material and subcontractor quotes are gathered by hand; the price package lacks backup or doesn't match the contract's required format. | Pulls labor tickets, material receipts and subcontractor quotes into a draft change order proposal, checks required fields and flags missing backup. | The estimator or project manager sets the price, markup and schedule impact. The agent does not price scope. |
| 3. Routing for signature | The package sits in an inbox, goes to the wrong approver, or comes back with questions nobody tracks. | Prepares the package for the approver named in the contract, tracks the status and age of each open change, and drafts follow-ups. | A named project manager sends the package, answers the owner's or GC's questions and decides how to handle a rejection. |
| 4. Billing | A signed change is not added to the schedule of values, or the pay application and the change log disagree. | Compares the signed change log to the change lines in the pay application and the accounting system, and flags any mismatch. | Project accounting approves what is billed and resolves any difference before the pay application goes out. |
Can AI draft a change order proposal from project data?
Yes, as a draft, and that is how to automate change order processing without removing review. An AI agent can assemble the pieces of a proposal from records you already hold, then lay them out in the format your contract and your owner or GC expect. The pieces include:
- The daily report that shows the work.
- Labor tickets and material receipts.
- The subcontractor quote.
- The contract clause the change refers to.
The draft is the start of a review, not the end of one. The agent does not decide the price, whether the work was in scope, or whether to proceed before approval. We describe this pattern of extraction, checks and approval on our page about document review with human approval, and the implementation work behind it on AI agent implementation.
Project management suites can include change order tools. Procore's documentation, for example, says "Use a potential change order to manage any additional costs affecting the prime contract."[4] Where a tool like that is in use, an agent can cover whatever document work your configuration doesn't already handle, such as collecting backup, checking the package or reconciling the log to billing. Confirm with your own vendor documentation what your configuration covers.
How do you get a change order approved and signed faster?
Send a complete package to the named approver, then track and follow up on every open change. Each step below removes a reason for the owner or GC to send a package back. We have no sourced benchmark for approval time, so treat this as a working checklist, not a promise.
- Send a complete package
Include the description, the cause, the price with backup, the schedule effect and the contract clause, in the format the contract requires.
- Send it to the right person
Check the approver named in the contract and copy the people who will be asked about it, so it doesn't stall in the wrong inbox.
- Track the age of every open change
Keep one log of open, signed and rejected changes with the date each was sent, and review it on a fixed rhythm.
- Follow up from the log
Draft follow-ups from the log's open items, and have the project manager send them.
- Match your log to theirs
Compare your change log with the owner's or GC's log before billing, since a mismatch is easier to fix before the pay application than after.
What stays human, and when this doesn't apply
Pricing judgment and scope decisions stay with your project managers and estimators. So does deciding whether to do extra work before a signature, and how to negotiate with an owner or GC. The agent prepares, checks and tracks. A person approves.
The two layers answer different questions. A project management suite is where a team runs a project, including change events and approvals. An AI agent layer reads the documents that live across email, PDFs and spreadsheets, and checks them against the contract and the accounting record. A controller weighing the two should ask which stage is actually breaking.
- Your volume is low enough that a project accountant already reconciles every change by hand without a backlog.
- The failure is upstream: unclear contract language or a scope that was never defined. A document workflow does not fix that.
- Your existing suite already routes, tracks and reconciles changes, and the team uses it. Fix adoption before adding anything.
- Contracts, change logs or accounting codes are not consistent enough to compare. Clean them up first.
For a wider view of back-office work in construction, see our AI for construction companies page. To scope a first workflow, our 360 AI Blueprint is the planning step.
Frequently asked questions
Why do so many construction change orders end up disputed or unpaid?
No source here ranks the reasons. Arcadis's 2023 North America disputes report lists poorly drafted or incomplete and unsubstantiated claims among the most frequent causes of disputes. Thin backup, missing signatures and logs that disagree with the owner's or GC's are failure points to check in your own process.
How much revenue do contractors lose from unbilled or undocumented change order work?
We found no neutral, published measure. The sources used here are vendor-sponsored: a 2022 Procore-sponsored survey of specialty contractors and a 2026 Clearstory and Dodge Construction Network survey of subcontractors. Both report unbilled revenue and write-offs among respondents. Measure your own change orders, from field identification to payment, before relying on either.
What's the fastest way to get a change order approved and signed by the owner or GC?
Send a complete package to the approver the contract names: description, cause, priced backup, schedule effect and contract clause. Then track every open change by age, follow up from the log, and compare your log to the owner's or GC's before billing. We have no sourced benchmark for how fast this is.
Can AI draft a change order proposal automatically from project data?
It can draft one for review. An agent can assemble daily reports, labor tickets, receipts, subcontractor quotes and the relevant contract clause into your required format and flag missing backup. A project manager or estimator still sets the price, confirms the work was in scope and decides when to send it.
What causes construction cost overruns tied to change orders?
No source here ranks the causes. Cost is incurred on changed work whether or not it is recovered, so unrecorded field changes, unbacked prices, unchased approvals and unbilled signed changes all show up as margin loss. The paper-trail table walks through those four stages.
Related reading
- Document review with human approval covers the extraction, checking and approval pattern behind the paper-trail table.
- AI agent implementation covers how we build and run an agent inside your existing systems.
- 360 AI Blueprint covers the planning step for choosing a first workflow.
- AI for construction companies sets this workflow in the wider picture of contractor back-office work.
Sources
- [1] — Procore blog post, October 14, 2022 (accessed 2026-10-29)
- [2] — The State of Change Orders in 2026: Subcontractor Report, landing page (accessed 2026-10-29)
- [3] — Arcadis blog post, July 11, 2023 (accessed 2026-10-29)
- [4] — Procore support, Change Management Tools, Potential Change Order (accessed 2026-10-29)
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