RFI agents for construction
The short version: Procore stores your RFIs; it doesn’t chase them. An RFI agent assembles the question’s context from the spec, the drawing set and prior correspondence, drafts it for a human to send, then works the response clock — escalating by name when it slips — until the answer lands.
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The problem, in the industry’s own numbers
The Navigant Construction Forum studied 1,362 projects containing more than a million RFIs (Impact & Control of RFIs on Construction Projects, CMAA/Navigant, 2013). The findings are the case for this page: an average first-reply time of 6.4 days and a median of 9.7, roughly $1,080 of review and response cost per RFI, about 9.9 RFIs per $1 million of construction value — and 21.9% that never received a response at all. Navigant also noted that a high no-response rate is one of the strongest indicators that a project is heading for dispute.
None of that is a documentation problem. Your platform already documents it. It’s a chasing problem, and chasing is judgement-free work that currently consumes your project engineers’ week.
What the agent does
Assemble the context. When a question arises, the agent pulls the relevant spec section, the current drawing revision, related submittals and prior RFIs on the same detail — the thirty to ninety minutes of lookup that makes RFIs slow to raise.
Draft; a human sends. The RFI is drafted with references attached and a proposed answer where your records support one (Navigant found a meaningful share of RFIs are answerable from existing documents). Your engineer reviews and sends. The agent never issues an RFI itself.
Work the clock. From the moment it’s sent, the response window is tracked. Reminders go at your cadence; escalation goes by name — to the architect’s office, to the PM, to whoever your matrix says — before the date slips, not after.
Surface the pattern. Which consultant is slow, which spec section generates the most questions, which RFIs are ageing toward the no-response bucket. The 21.9% doesn’t happen in one day; it happens by drift, and drift is visible if anything is watching.
The RFI cycle today vs with an agent
| Today | With an agent | |
|---|---|---|
| Context assembly | 30–90 min of lookup | Minutes, references attached |
| Answerable-from-documents check | Rarely done | Every time |
| Follow-up | Ad hoc, forgotten | On cadence, escalating by name |
| Ageing RFIs | Found at the weekly meeting | Flagged as they drift |
| Response evidence | Scattered | Logged against the RFI |
| Who does the chasing | A project engineer | Nobody’s Friday afternoon |
What it connects to
Project management: Procore, Autodesk Construction Cloud, Aconex — the agent acts through the platform’s API, and your team keeps working where they already work.
Drawings and specs: Bluebeam sets and PDF spec sections for context assembly.
Email: because half the real correspondence never touches the platform.
The submittal side of the same coordination gap is covered at submittal agents, and the site record at daily log agents.
Frequently asked questions
Does this replace Procore’s RFI module?
No — it works through it. The platform is the system of record; the agent is the chasing, context-assembly and escalation layer the platform doesn’t provide.
Can it actually draft a competent RFI?
It drafts; your engineer sends. The slow part of a good RFI is assembling the references, and that’s mechanical. The judgement — whether to ask, how to frame it — stays with your team, which is why review takes a minute instead of an hour.
Will architects resent automated chasing?
Predictable, referenced, polite follow-up on an agreed cadence lands better than the current pattern — silence, then a heated call in week three. Escalation language is configured with you, not defaulted to aggressive.
What about liability for RFI content?
Unchanged. A named person reviews and sends every RFI. The agent’s contribution — context and chasing — is logged, which strengthens your record in a dispute rather than complicating it.
How long to deploy?
Typically 4–6 weeks on Procore or ACC with API access, including shadow mode on a live project. The audit verifies your platform’s API scope in week one.