Oracle NetSuite announced on October 26, 2026, at its SuiteWorld conference in Las Vegas, that it plans a construction accounting product called NetSuite for Construction Businesses. The product includes two AI agents. One sets up a new job from the estimate, and the other prepares the monthly payment application. Both work on the handoff between estimating, project management and billing at general contractors, subcontractors and specialty-trade firms, the three groups NetSuite names as users.

What it does

Job setup after award usually falls to a project accountant or a project manager. They take the final estimate, build the schedule of values for the owner contract, and load a budget by cost code into the accounting system. NetSuite says its Estimate Import Agent converts an estimate into the contract, the schedule of values and a cost-coded job budget. Each imported line traces back to the estimate, so a reviewer can check it against the source.

An AI agent here means software that carries out a sequence of steps, such as reading an estimate and creating the records it implies, and then hands the result to a person for review. NetSuite says users reach both agents through Ask Oracle, its chat assistant, by typing requests in plain language.

The Payment Application Agent works on the monthly billing cycle. According to the announcement, it prepares a pay app from verified progress, approved change orders and retainage terms. The project manager confirms percent complete, and the billing team reviews and approves the application before it posts.

The rest of the planned product supports those two agents. NetSuite lists:

  • A Construction Workbench showing budget, committed cost, actual cost, billed to date and estimated cost to complete for each job.
  • Change orders that carry into the schedule of values and later pay apps.
  • AIA-style payment applications built from the schedule of values, including stored materials.
  • WIP accounting that compares earned and billed revenue, adjusts for over- and underbilling, and tracks retainage through final collection.
  • Construction payroll with certified payroll, wage determinations, multi-rate overtime and garnishments.

A contractor that keeps its WIP schedule in Excel will recognize those workbench columns from our work-in-progress schedule walkthrough.

Evidence so far

The evidence so far is NetSuite’s press release and its construction product page. These claims come from NetSuite:

  • The Estimate Import Agent automates job setup and gives each job a consistent financial baseline.
  • The Payment Application Agent cuts manual work and speeds up billing.
  • The Construction Workbench helps project managers and controllers spot margin problems earlier.

Evan Goldberg, NetSuite’s founder, says in the release that small gaps between project activity and financial records can quickly hurt profit and cash flow. The release describes planned capabilities and carries Oracle’s future-product disclaimer, which says features, timing and pricing may change. Customer results for the construction agents, such as the accuracy of the estimate conversion or the time saved per pay app, are not yet public.

How to measure it on your projects

Track pay application cycle time: the calendar days from the end of the billing period to the day the pay app goes to the owner or the GC. Record it per job, per month. A pay app that goes out later gets paid later, and our DSO post shows how that lag feeds days sales outstanding.

Before a pilot, pull the last six billing cycles for five to ten active jobs. For each pay app, record:

  1. The billing period end date and the submission date.
  2. Whether the owner or architect returned it for corrections, and how many days the resubmission took.
  3. Hours the project manager and billing staff spent on it, if your timesheets break that out.

During the pilot, log the same items. Also log every line where the agent’s draft differed from what the project manager approved. The share of lines changed is the error rate that matters on your jobs. Job setup can be measured the same way, as hours from award to a loaded budget and the count of budget lines corrected in the first month.

A first step on one job: pick the job with the most change orders this year and write down the submission dates of its last six pay apps.

Availability and cost

NetSuite says the product will start with a limited US rollout, with broader availability expected later. The construction page says NetSuite sells an annual subscription made up of the core platform, optional modules and user count, plus a one-time implementation fee. Launch dates and pricing for the construction product and its agents are not in the release. NetSuite says it has more than 44,000 customers in 220 countries and dependent territories, and its construction page notes that some capabilities described there require partner integrations.