A chat tool answers questions, and an agent goes further. Agentic artificial intelligence (AI) is software that carries out a task with several steps, inside the systems a contractor already uses. This spring a large construction software company added such agents to its platform.

What shipped

On May 21, 2026, Procore added a set of AI agents to its construction management platform, built on technology from its acquisition of Datagrid.1 Engineering News-Record lists five prebuilt agents:1

  • A deep search agent that searches specifications, drawings, and requests for information (RFIs), and links back to the source files.
  • A submittal review agent that compares submittals (the product data a contractor sends for approval) to the project specifications and flags discrepancies.
  • An RFI agent that checks a request for completeness and clarity.
  • A daily log agent that drafts daily logs from photos, emails, and voice notes “for human review and finalization.”
  • A contract review agent that identifies contract conflicts.

All five agents handle documents, and none of them does field work.

How many contractors use AI

Two surveys give two answers, because they ask different groups different questions. Each survey comes from a company that sells to the industry it surveyed.

A global Bluebeam survey of 1,000 architecture, engineering, and construction professionals found that 27% use AI in their operations.2 Of that 27%, 94% plan to increase their use in 2026.2 In the same survey, 69% said that uncertainty about AI regulation has affected their plans.2

A ServiceTitan report, based on a survey of more than 1,000 construction leaders, found that 38% of contractors now report measurable business impact from AI, up from 17% in 2025.3 The uses it named were cost estimation and budgeting (24%) and bid management (22%).3

Neither survey shows a majority. In both, the firms that use AI, or that see results from it, are well under half.

Where the risk sits

Max Mahdi Roozbahani, a senior lecturer at Georgia Tech, gave a hypothetical example in a Construction Dive opinion piece in March.4 It starts with a jobsite photo with a work truck in the background that flashes a red beacon. A person reads it as a utility vehicle. A generative AI system might label the beacon as “police presence,” infer an accident, and summarize the day as an incident.4 That one wrong label can appear in a daily report, a safety log, or a claim file months later.4

A construction record outlives the project. An adjuster, a lender, or a court may read it years later, so a confident error in the record does more harm than a missing line.

What this means for a homeowner

Three plain points apply when you hire a contractor in 2026:

  1. Ask who reviews the paperwork. A draft from software is a draft. A named person reviews it and signs it.
  2. Ask for the documents themselves. You should receive the scope, the photographs, and the progress records. Good software makes them faster to produce.
  3. Check the license. No software changes that step. You can verify any Louisiana contractor at the Louisiana State Licensing Board for Contractors.

On our jobs, the supervisor who walks your site is the one who signs the final inspection. See our process or call (985) 255-2435.


  1. Jeff Yoders, “Procore Launches AI Agents Following Datagrid Integration,” Engineering News-Record, May 21, 2026. https://www.enr.com/articles/63042-procore-releases-new-ai-agients-after-datagrid-integration ↩︎ ↩︎

  2. ASCE Civil Engineering Source, report on the Bluebeam survey of 1,000 AEC professionals, December 18, 2025. https://www.asce.org/publications-and-news/civil-engineering-source/article/2025/12/18/architecture-engineering-construction-sector-slow-to-adapt-ai-survey-shows ↩︎ ↩︎ ↩︎

  3. “Contractor AI Adoption Surges in 2026, Report Finds,” Roofing Contractor, March 30, 2026. https://www.roofingcontractor.com/articles/102046-contractor-ai-adoption-surges-in-2026-report-finds ↩︎ ↩︎

  4. Max Mahdi Roozbahani, “When AI chatbots hallucinate, infrastructure pays,” Construction Dive, March 17, 2026. https://www.constructiondive.com/news/ai-hallucinate-construction-data-infrastructure-technology/814966/ ↩︎ ↩︎ ↩︎