INDUSTRIES · CONSTRUCTION

AI for GCs, subs, and estimating teams under quote-deadline.

22 construction clients. Bid + estimation copilots, RFI triage, drawing-set RAG, and submittal automations. Built for the field, not the conference room.

22CONSTRUCTION CLIENTS
62%BID-PREP TIME REDUCTION
$340MBIDS PROCESSED
4.1xRFI THROUGHPUT

Construction runs on PDFs. So our AI does too.

General contractors, large subs, and design-build firms. The constant: too many bids, too few estimators, drawings that change three times a week, and an RFI backlog that slips schedule.

We build estimation copilots that read drawing sets and spec books, take-off support that pre-flags scope, RFI triage agents that route to the right superintendent, and submittal automations that close the loop with subs.

We integrate into Procore, Autodesk Construction Cloud, Sage, Bluebeam Studio, and most major estimating stacks. We've handled drawing sets up to 1,800 pages without choking.

Where AI lifts construction ops off the spreadsheet.

Bid + estimation

Reads drawings + specs; pre-fills the take-off, flags scope risks, surfaces inclusions/exclusions for review.

62% TIME REDUCTION

RFI triage

Reads the RFI, routes to the right discipline, drafts a candidate response with the citation in the spec.

4.1x THROUGHPUT

Drawing-set RAG

Cited search across the entire issued set + revisions. 'Where is the section detail for grid C-7?'

100% CITED

Submittal automation

Tracks submittals end-to-end, chases subs, flags slipping items before the schedule moves.

DEPLOYED

Daily-report intake

Field team voice-records the day; agent structures it into the PM tool with photos linked.

12 MIN → 2 MIN

Change-order assistance

Reads the change directive, drafts the CO, prices it from your unit-cost db, packages for owner.

6 HRS → 45 MIN

What we know about construction.

Estimating, RFI/submittal flow, and the operational cadence of a job from preconstruction through closeout. We won't slow you down learning the basics.

PM
Procore, Autodesk ACC
Two-way; respects job folders.
DRAWINGS
Bluebeam, OCR-tuned
Up to 1,800-page sets.
ESTIMATING
Sage, On-Screen Takeoff
Unit-cost db enrichment.
FIELD
iOS, Android, voice
Works gloves-on, offline-tolerant.
DOCS
Specs (CSI), addenda
Cross-reference + version aware.
FINANCIALS
AIA pay apps
Drafts G702/G703 from PM data.

Featured engagement

FEATURED · KEYSTONE BUILD · GC, $480M REVENUE

A bid + estimation copilot that reads drawing sets and pre-fills take-offs, cutting bid-prep time by 62%.

Read the case study
62%
BID-PREP TIME
$340M
BIDS PROCESSED
4.1x
RFI THROUGHPUT
$2.1M
NEW WIN ARR

A few of the others.

Hayford Construction
GC · COMMERCIAL
Estimation copilot.
Ironpoint Builders
DESIGN-BUILD
Drawing-set RAG.
Argos Civil
CIVIL · TX
RFI triage at scale.
Beacon Mech
MECHANICAL SUB
Submittal automation.
Northbridge Group
GC · MULTIFAMILY
Daily-report voice.
Cascade Steel
STEEL SUB
Shop-drawing review.
Foundry Concrete
CONCRETE SUB
Pour scheduling.
Riverbend GC
GC · HEALTHCARE
Closeout automation.

What we typically deploy in construction.

Building AI for construction?

We'll share two private case studies under NDA on the first call. Bring your roadmap; we'll bring opinions.