Workflow — RFI Processing

RFIs classified at intake, not 3 days later.

Sub RFIs — scope questions, design clarifications, change-order initiators — classified at intake against the contract docs, prior RFIs, and active change orders. Routed to architect, engineer, or estimator with the relevant evidence attached. Into Procore, Autodesk Build, or e-Builder. Replaces the project-engineer triage on 200–600 RFIs per project.

Take the AI Assessment Get a Per-RFI ROI Model

200–600

RFIs on a typical mid-size project

$45–$95

Per hour, project engineer triaging RFIs (loaded)

60–85%

RFI triage off the PE desk after AI cutover

What This Replaces

The PE Triaging RFI Email at 9pm

The work the PE does on every RFI — and the cost of leaving it there.

The labor

RFI processing today moves through project engineers and offshore PE-support firms — Outsource2india, Tejjy, McLine Studios, ResearchFox, BuildSourced. Onshore PEs cost $45–$95 per hour fully loaded. A mid-size GC with 20–40 active projects accumulates 4,000–24,000 RFIs in flight, with PE bandwidth as the binding constraint on routing speed and tracking-to-closure discipline.

The cycle time

RFI triage at 2–4 days per item is standard, with longer cycles when the RFI is mis-categorized as a scope question and turns out to be a change-order initiator. Every day an RFI sits mis-routed is a day the design team doesn't see it, the sub doesn't get an answer, and a potential change order grows in scope and cost.

The Workflow

Input · Analysis · Output

What goes into RFI triage, what we do to it, and what shows up in the project-management system.

Input

Sub RFI + project context

RFI submission from the sub (Procore, email, attached form)
Contract drawings and specifications
Prior RFIs on the same project
Active and prior change orders
Submittal log entries on the affected scope
Project schedule and float remaining
Sub's claim that the answer changes scope

Analysis

Classify, evidence, route

RFI category (scope question vs design clarification vs change-order initiator)
Cross-reference to prior RFIs on the same scope
Cross-reference to active change orders and substitutions
Drawing-vs-spec discrepancy detection
Schedule-impact assessment
Design-discipline routing (architect / structural / MEP)
Confidence score per classification; exceptions to PE queue

Output

RFI log entry into the SoR

Procore RFI module (Procore Connect API)
Autodesk Build (Autodesk Platform Services API)
e-Builder (REST API)
RFI log entry with category and routing
Design-team package with relevant evidence attached
Change-order initiation alert if applicable
Closure-tracking with response-time SLA

Side by Side

RFI Processing Today vs. With Last Rev

The numbers that matter: cycle time, per-RFI cost, accuracy, and routing fidelity.

Dimension	PE / Offshore PE Support	Last Rev RFI Processing
Cycle time, RFI received to routed	2–4 business days per RFI	15–60 minutes per RFI
Per-RFI unit cost	$45–$95/hr onshore, $15–$30/hr offshore	Per-RFI, benchmarked at 25–45% of PE-support cost
Category accuracy (scope vs design vs CO)	Variable — PE judgment, missed change-order signals	Deterministic per evidence cited at intake
Cross-reference to prior RFIs and COs	Manual — limited to PE memory	Automated against the full project history
Audit log per RFI	PE notes, no classification-level lineage	Source RFI + classification basis + model version + confidence
Schedule-impact tracking	Caught when the PM remembers to ask	Schedule-float impact flagged at routing
Change-order initiation alerts	Often missed until the sub formalizes	Initiated at routing with the source RFI evidence

How It Works

From RFI Submission to Routed Closure

Five steps. Every one logged. Every one reversible if your confidence threshold isn't met.

Submission Lands

Sub RFI from Procore, Autodesk Build, e-Builder, or direct email — with the contract drawings, specs, prior RFIs, active change orders, and submittal log context auto-pulled into the same review.

Extraction & Classification

RFI category determined (scope question, design clarification, change-order initiator). Cross-referenced against prior RFIs, active change orders, and substitution requests on the same scope. Drawing-vs-spec discrepancies surfaced.

Validation Against Project Docs

Classifications validated against the project's contract documents and the GC's RFI playbook. Anything below your confidence threshold per classification is routed to a human exception queue — your call which queue, ours or yours.

Push to System of Record

RFI log entry with category and design-discipline routing. Design-team package with the relevant drawings, specs, and prior-RFI evidence attached. Change-order initiation alert if applicable. All into Procore, Autodesk Build, or e-Builder.

Audit Log Persisted

Every classification, cross-reference, and routing decision logged with the source RFI, related-document references, model version, and confidence score. Defensible chain of custody if the RFI ends up in a delay claim or change-order dispute.

Compliance & Defensibility

Built to Meet the Quality Bar Project Controls Already Run On

AIA contract terms posture

RFI classification respects AIA A201 General Conditions language and project-specific Division 01 RFI procedures. Change-order initiator alerts respect the contract's notice and pricing-mechanism requirements.

Delay-claim defensibility

RFI cycle time, classification basis, and routing decisions are logged per project. If a delay claim arises citing slow RFI response, the audit log produces the chain of custody by RFI on demand.

Change-order traceability

When an RFI is classified as a change-order initiator, the source RFI evidence, the contract-doc reference, and the schedule impact are linked to the resulting change order — cleaner traceability than reconstructing from email threads.

Drawing/spec confidentiality

Drawings, specs, and project documents contain owner IP and trade secrets. Deployable in your VPC or our SOC 2 environment. Encryption in transit and at rest; retention policies set against your project closeout schedule.

Common Questions

What Mid-Market GCs Ask About RFI Processing

Procore, Autodesk Build, and e-Builder are the systems where RFIs live — they handle workflow, routing, and tracking. The competitor on this page is the project-engineer or offshore PE-support labor line on your project-controls budget — typically Outsource2india, Tejjy, McLine Studios, ResearchFox, BuildSourced billed at $15–$30 per hour, or onshore PEs at $45–$95 per hour. We undercut that triage labor cost, integrate directly into your existing Procore / Autodesk Build / e-Builder deployment, and deliver classified, routed, evidence-attached RFI log entries.

Most GCs keep the offshore arrangement in place during pilot and early production — we route exceptions, complex change-order disputes, and any RFI that genuinely requires PE judgment to the team you already have. Volume to the offshore PE support drops 60–85% on routine RFI triage once cutover completes. You renegotiate at the next renewal from a much better position, or shift the relationship to higher-complexity work like change-order evaluation or delay claim analysis.

Our pilot success threshold is RFI-classification and routing-decision accuracy at parity with or above your incumbent PE support, measured on the same shadow-data sample of historical RFIs and validated against the project-controls calibration set. Anything below your defined confidence threshold per classification is routed to a human exception queue — your call which queue, ours or yours.

Change-order initiator detection happens at intake — we cross-reference the RFI against the contract drawings, specs, prior RFIs, active change orders, and substitution requests. If the RFI's answer would change scope, schedule, or cost, the change-order initiation alert fires with the source-paragraph evidence so the PM has the basis for AIA-compliant notice.

We don't make the change-order determination on ambiguous RFIs. We tag the RFI with the classification confidence and the relevant evidence — prior RFIs, contract-doc references, schedule impact — so your PE makes the call on a richer file than the offshore PE support delivers today.

Yes — through the documented integration surface each platform supports. Procore via the Procore Connect REST API; Autodesk Build via Autodesk Platform Services; e-Builder via its REST API. Your IT team reviews and approves a service account, and we connect through the documented integration. We do not require platform-side custom development.

RFI-processing pilots typically run 6–8 weeks: 1–2 weeks of integration and project-doc mapping with the PE team, 4 weeks of shadow-mode running on real RFIs with no system-of-record writes, 1–2 weeks of supervised cutover on a constrained scope (one project, one PE). Production rollout is staged after the pilot meets your accuracy and SLA bar.

We benchmark against your current per-hour PE cost ($45–$95 onshore, $15–$30 offshore) translated into per-RFI economics. Our target is 25–45% of that per-RFI cost at higher accuracy and faster cycle time. Pricing structures around volume tiers and outcome SLAs, not hourly billable rates.

Two Ways to Start

Take the AI assessment for a structured read on RFI-processing feasibility for your operation. Or talk to us if you already know RFI backlog is the change-order risk on your active projects.

Self-serve · 8 minutes

Take the AI Assessment

A short structured assessment that maps your RFI volume, current PE staffing model, and project-management system to AI feasibility and ROI.

Talk to a specialist

Get a Per-RFI ROI Model

Send us your typical RFI volume per project, your project-management system, and your PE staffing model. We'll come back with a per-RFI unit-cost comparison and a 6–8 week pilot plan in 5 business days.

Other Workflows

More Construction Workflows We Replace

The same approach, applied to the other document-heavy labor lines on your preconstruction and project-controls budget.

Submittal Log Review

Submittals matched against specs and routed in Procore or Autodesk Build — without the PE bottleneck.

Subcontractor Bid Extraction

Sub bids — trade-classified, scope-extracted, side-by-side leveling sheets in hours, not days.

Plan Takeoff

Quantity surveying from drawings — into Bluebeam, PlanSwift, On-Screen Takeoff, ProEst, Sage Estimating in hours.

Lien Waiver Tracking

Conditional / unconditional waivers matched to pay-app line items per state rules — gating payment release.