INDUSTRY /29 · LAST UPDATED APR 29, 2026
Trades

AI Automation for Construction and General Contractors.

Bid faster, coordinate cleaner, document everything.

–40%
bid prep time
days vs weeks
RFI cycle
auto
weekly status reports
See sample workflows →
TL;DR — Key takeaways
4 bullets · 30-second read
  • What slows construction and general contractors down: bid prep is manual takeoff and calculation.
  • What we ship: Bid faster, coordinate cleaner, document everything.
  • Tools we plug into: Procore, Buildertrend, CoConstruct, PlanGrid.
  • Headline outcome: –40% bid prep time · days vs weeks rfi cycle.
WORKFLOW · INDUSTRY /29
Construction and General Contractors
⟶ Inbound
Inbound lead
Document
Status request
Recurring task
◆ AI layer
↳ classify
↳ enrich
↳ draft
↳ route
↳ log
eval harness on every step
⟶ Outcome
–40%
bid prep time
days vs weeks
RFI cycle
auto
weekly status reports
Plugs into ↘ProcoreBuildertrendCoConstructPlanGridAutodesk Build
ships in 3–6 weeks

Where the hours go in construction and general contractors.

Four patterns we hear from construction and general contractors on every diagnostic call. None of them get fixed by hiring. All of them get fixed by writing the implicit rules down and letting AI carry the rote work.

  • /01
    Bid prep is manual takeoff and calculation
    Plans land. An estimator takes off quantities by hand. Materials priced from yesterday's spreadsheet. Two weeks of work for a 50% chance of winning the bid.
  • /02
    RFIs and submittals create document chaos
    Three RFIs a day across four projects. Architect responds in 5–10 days. Each round adds a week to the schedule. Document version control is whoever sent the latest email.
  • /03
    Subcontractor coordination is phone tag
    Concrete needs to be done before electrical can rough-in. Both subs schedule independently. The PM is the coordination layer. The PM is also doing six other things.
  • /04
    Project status reporting takes hours
    Every Friday: schedule, RFIs, submittals, change orders, projected vs actual. The PM assembles by hand. The owner gets a deck on Monday.

The automations, in plain English.

7 components · ships in 3–6 weeks
/01

Bid takeoff assistant

PDF plans → drafted quantity takeoff with line-item pricing from your historical bids. Estimator reviews, adjusts, submits. Bid prep cut by 40%.

/02

RFI intake and routing workflow

RFI submitted → routed to architect with auto-categorization → response logged → distribution to affected subs. Cycle drops from weeks to days.

/03

Submittal log automation

Auto-generated submittal log from spec sections. Tracks status, deadlines, and approvals. The architect stops being the bottleneck.

/04

Subcontractor coordination flows

Schedule dependencies tracked across subs. Auto-comm to affected parties when upstream tasks slip. PM stops being the phone tree.

/05

Project status report generator

Schedule + RFIs + submittals + change orders + budget → branded weekly status report. PM reviews and sends.

/06

Change order documentation

Field condition → drafted CO with photos, scope, and pricing. Owner approves digitally. Change orders stop being a Friday-afternoon job.

/07

Punch list tracking

Per-trade punch lists with photo capture, sign-off, and warranty handoff. Substantial completion accelerates.

Manual today, automated tomorrow.

Top 4 bottlenecks for construction and general contractors, paired with the Scooper module that ships against each.
#Manual todayWith Scooper
/01Bid prep is manual takeoff and calculationBid takeoff assistant
/02RFIs and submittals create document chaosRFI intake and routing workflow
/03Subcontractor coordination is phone tagSubmittal log automation
/04Project status reporting takes hoursSubcontractor coordination flows

Your stack. Smarter.

We do not migrate you off your software. We build a layer on top.

ProcoreBuildertrendCoConstructPlanGridAutodesk Build

What ROI should we expect from AI automation for Construction and General Contractors?

Bid prep time cut by 40%. RFI cycle time down to days from weeks. Project status reporting becomes automatic, not Friday-afternoon work.
–40%
bid prep time
days vs weeks
RFI cycle
auto
weekly status reports

Three steps. No surprises.

01

Audit

15-min discovery → two-week paid diagnostic. Operator interviews, workflow shadowing, and three nasty real examples worked end-to-end. By day ten you have a scope, a price, and a signed-off KPI.

$9,500 · 2 weeks
02

Build

Senior operators in your repo and your Slack. Code, prompts, and evals shipped in 3–6 weeks. KPI signed off in writing before we start. Miss the number, the next sprint is on us.

From $14k · 3–6 weeks
03

Handoff with SOPs

Two rounds of post-launch tuning. Then your team owns it. We hand over the code, the eval harness, the runbook, and the SOPs. No retainer required. No vendor lock-in.

Owned by you · day one

A real engagement.

Anonymized · numbers from the books

A 90-person commercial GC bidding $60M annually had a two-estimator bottleneck and was losing bids on speed. We shipped the takeoff assistant in five weeks. Bid prep dropped from 14 days to 8 days, win rate climbed three points on the next 22 bids, and the firm chased two large pursuits the previous bid pipeline had no room for.

Talk to us about your version of this →

Things construction and general contractors actually ask.

  • Does it integrate with Procore or Buildertrend?
    Yes — both, plus CoConstruct, PlanGrid, and Autodesk Build. RFIs, submittals, schedule, and documents write back to your construction-management platform.
  • Can it handle commercial vs residential differently?
    Yes. Commercial gets full submittal/RFI workflows, AIA payment apps, and CO management. Residential gets faster bidding, client comms, and warranty tracking.
  • How does it manage document version control?
    Documents live in your construction-management platform. We do not duplicate the source of truth — we orchestrate around it. Version updates trigger downstream notifications automatically.
  • What about subcontractor adoption?
    Subs interact via SMS and email; they do not need to learn new software. PM gets the coordination view; subs get clear, polite, on-time communication.
  • How fast does it go live?
    Two-week diagnostic, 5–7 week build. Takeoff assistant typically ships in week four; RFI/submittal workflows by week six; status reporting by week seven.
Next step
Book a 15-minute audit for your construction and general contractors.

We will tell you in 15 minutes whether AI fits your bottleneck. If it does, we will scope a two-week paid diagnostic. If it does not, we will tell you that too.

Book a 15-min audit

Related industries we serve.

All industries
Cross-functional →Finance & Back-OfficeRevenue OperationsSupply & ProcurementCustom Ops Builds