In November 2024, Procore took the stage at its annual Groundbreak conference and announced Procore AI — a suite of products built on more than $300 million in annual R&D investment, designed to bring generative AI into the core of construction project management.
The announcement was ambitious by any standard in the industry. It covered an AI assistant already available globally, a new risk intelligence product, a forthcoming generation of autonomous agents, and a no-code studio for building custom AI workflows. The implicit message was clear: Procore intends to own the AI layer of the construction platform market.
Eighteen months later, it is worth assessing what has shipped, what is genuinely useful, and what remains a roadmap item.
What Is Live Today
Procore Copilot is the centrepiece of what is available now and the product most users will encounter first. It is a generative AI assistant embedded directly in the platform, designed to answer questions about project documents in natural language.
A project manager can ask Copilot to locate a specific clause in a contract, summarise an RFI thread, or surface all open submittals for a particular trade package. The assistant draws on the documents stored in Procore — drawings, specifications, contracts, daily logs — and returns answers with source attribution.
Mike Trenski, Director of Construction at AMLI, described the practical impact: “Procore Copilot has saved our team time and cut down searching for information buried in project documents.” That is the use case the product is designed for: reducing the hours project administrators spend hunting for answers that should be immediately accessible.
Copilot is available globally across Procore’s platform. For teams already running Procore as their system of record, it requires no new data migration — it works on what is already in the platform.
Procore Insights became generally available in early 2025. Where Copilot is reactive — answer my question — Insights is proactive: it analyses project data to flag risk and benchmark performance before problems surface.
The product draws on Procore’s construction dataset, which spans billions of dollars of project activity, to identify patterns. A project manager can see how their submittal cycle time compares to similar projects, where RFI volumes are trending above baseline, or which daily log entries suggest a schedule risk in the next thirty days.
Steve Davis, Procore’s President of Product and Technology, positioned Insights as the foundation for prediction rather than just reporting: “Procore AI delivers the most comprehensive set of AI capabilities in construction today, unlocking new ways for construction to build together.”
What Is Still Coming
Procore Agents are the most consequential piece of the AI roadmap — and the most consequential piece not yet fully shipped. Agents are designed to automate workflows rather than answer questions: an RFI agent that monitors incoming requests and routes them to the right reviewer, a submittal agent that tracks outstanding deliverables and sends reminders, a scheduling agent that flags conflicts between the schedule and current site activity.
The distinction between Copilot and Agents is the distinction between a very smart assistant and an autonomous worker. Copilot answers when asked. Agents act without being asked.
Procore has signalled that Agents will be rolled out through 2025 and 2026. Early access programmes have begun with selected customers, and the workflow patterns — RFIs, submittals, scheduling — are already defined.
Agent Studio, also on the roadmap, will allow contractors and owners to build custom agents for their own workflows without writing code. The construction industry’s process diversity means that a one-size-fits-all agent set will always be incomplete; Agent Studio is Procore’s answer to the long tail of workflow automation that no central product team can fully anticipate.
Frequently Asked Questions
Does Procore Copilot replace a document controller? Not yet, and probably not in its current form. Copilot speeds up document retrieval and summarisation significantly, but it does not manage the document control workflow itself — version control, distribution lists, formal approval chains. It is a search and synthesis tool, not a workflow system.
How accurate is Copilot when answering questions about project documents? Procore grounds Copilot’s responses in source documents and returns citations, which reduces hallucination risk significantly compared to general-purpose AI tools. Accuracy is high on well-structured documents with clear formatting. Complex or poorly organised specifications, or documents with conflicting information, remain harder to parse reliably.
Do I need to migrate data to use Procore AI? If your project data is already in Procore, no. Copilot and Insights work on existing Procore data. If you are moving from another platform, the quality of AI outputs will depend on the quality and completeness of the data you bring across.
When will Agents be generally available? Procore has not committed to a specific general availability date for the full Agents product. Rollout is underway with early access customers. Based on announced timelines, broader availability is expected through the second half of 2026.
Is Procore AI priced separately? Procore has not published standalone pricing for its AI products. Early indications suggest AI capabilities are being bundled into existing plan tiers for Copilot, with Agents and advanced features likely to carry additional pricing as they mature.
The Honest Assessment
Procore AI, at this point in its development, is a genuinely useful document retrieval and risk flagging tool wrapped in an ambitious roadmap. Copilot and Insights deliver real value for project teams already on the platform — the time savings on document search are demonstrable, and the risk benchmarking in Insights adds a layer of intelligence that was not previously available at the project manager’s desk.
The more transformative claims — autonomous agents running workflows, a fully AI-native construction platform — are real ambitions but not yet delivered at scale. Procore has the data, the distribution, and the R&D budget to get there. Whether it gets there before well-funded point solutions occupy each workflow category is the more interesting question. Trunk Tools’ $70M in total funding and Autodesk’s rebranded Forma platform represent the two most direct vectors of competitive pressure on Procore’s AI roadmap.
For contractors evaluating the platform now, Copilot is worth the time to configure and train your team on. Insights is worth piloting on active projects. The agent roadmap is worth watching closely.
