How fast does an inbound lead actually get a response?

Under five minutes for routine inquiries — including after-hours, weekends, and the moments when the office staff is in the field or on another call. The response is drafted in the firm's voice, not a generic auto-reply, and includes the qualifying questions a senior estimator would ask if they were available. The PM reviews and sends in seconds rather than drafting from scratch.

What kinds of jobs does the procurement workflow cover?

The patterns we've shipped target the long tail of non-commodity SKUs — the categories where the project manager is most likely to default to the same three vendors out of inertia. Bulk commodities (lumber, drywall, fasteners) are usually already on a preferred-supplier contract; the workflow doesn't try to relitigate those. The recovery clusters in the mid-complexity tail.

Will this replace my estimator?

No. The estimate-generation workflow we ship most often takes the photo-to-line-item translation off the estimator's queue and leaves judgment calls — pricing strategy, scope negotiation, customer relationship — exactly where they are. Estimators redirect their time toward winning more jobs rather than typing line items.

What's the audit and the build cost together for a construction firm?

$499 (audit if not a fit) or $999 (audit credited toward the build) plus $9,500 for the productized 21-day build. Optional monthly retainer ($500–$3,000 depending on workflow complexity) keeps it monitored, tuned, and incident-responsive after launch — or you take the runbook and operate it internally with a clean handoff.

← All industries

Vertical · Construction

AI for Construction Firms

The five-minute window on inbound leads, missed every Tuesday afternoon. The procurement leak on every job — four to eight percent of materials spend lost to the unwritten habit of routing every PO through the same three vendors. The estimate that takes a senior estimator a half-day and never gets to the prospect fast enough to win the job. Custom builders, general contractors, and specialty trades lose the most pipeline to the slowest part of the operation, and the slowest part is almost always pre-construction. Project managers are running jobs on the calendar instead of shopping vendors. Estimators are bottlenecked on photo-to-spec translation. And the leads that called yesterday are talking to the competitor today.

Start with a free fit call See the productized First Workflow →

Two excavators silhouetted against a dramatic dusk sky on a construction site — The site at dusk — when the calendar finally pauses long enough to think.

Why this fits

The operating shape the engagement was built for.

Construction is one of the highest-leverage verticals for agentic workflow design because the cost of latency is direct and quantifiable. Lead-response time has a measurable curve against qualification probability — every extra hour after a lead lands costs a measurable percentage of the close rate. Procurement leakage has a measurable per-job dollar number. Estimate turnaround has a measurable conversion impact. None of these are abstract operating problems; they are dollars walking out the door, every week, in every firm we've audited. And every one of them is a defined-shape queue: a lead lands, an inbound spec arrives, an RFQ goes out — known inputs, known decisions, known outputs. That is the operating shape an agentic workflow ships against in twenty-one days at the productized fee.

What we ship

The most common first workflow.

The most common First Workflow for a construction firm is speed-to-lead intake — inbound contact-form leads, phone-call transcriptions, and form fills read inside the five-minute window, qualified against the firm's actual job-fit criteria, drafted into a first-touch response in the GC's voice, and routed to the responsible PM with full context attached. The alternative starting workflow is procurement automation — PO requests routed against preferred vendors plus live catalog and discovery search, RFQs drafted, responses parsed, comparison tables rendered, and the final approval queued for the project manager. Both ship in 21 days at $9,500. Both run inside your environment and integrate with the field stack you already use (Procore, Buildertrend, BuilderPRIME, Trello, your accounting system, your email).

Workflow patterns

The queues that ship cleanly inside the productized scope.

01
Speed-to-lead intake: inbound leads read, qualified, drafted, and routed inside five minutes — including after-hours and weekends
02
Procurement automation: ~15 sub-agents handling spec hardening, vendor discovery, RFQ drafting, response parsing, and comparison rendering
03
Estimate generation from job-site photos: photos read for scope, materials list drafted, line items priced against current vendor catalogs
04
Change-order tracking: subcontractor messages monitored for scope changes, change orders drafted, sent to the customer for approval
05
Subcontractor coordination: status check-ins handled, blockers surfaced, schedule updates assembled into daily PM brief

Frequently asked

The questions buyers in this vertical ask before the fit call.

How fast does an inbound lead actually get a response?
Under five minutes for routine inquiries — including after-hours, weekends, and the moments when the office staff is in the field or on another call. The response is drafted in the firm's voice, not a generic auto-reply, and includes the qualifying questions a senior estimator would ask if they were available. The PM reviews and sends in seconds rather than drafting from scratch.
What kinds of jobs does the procurement workflow cover?
The patterns we've shipped target the long tail of non-commodity SKUs — the categories where the project manager is most likely to default to the same three vendors out of inertia. Bulk commodities (lumber, drywall, fasteners) are usually already on a preferred-supplier contract; the workflow doesn't try to relitigate those. The recovery clusters in the mid-complexity tail.
Will this replace my estimator?
No. The estimate-generation workflow we ship most often takes the photo-to-line-item translation off the estimator's queue and leaves judgment calls — pricing strategy, scope negotiation, customer relationship — exactly where they are. Estimators redirect their time toward winning more jobs rather than typing line items.
What's the audit and the build cost together for a construction firm?
$499 (audit if not a fit) or $999 (audit credited toward the build) plus $9,500 for the productized 21-day build. Optional monthly retainer ($500–$3,000 depending on workflow complexity) keeps it monitored, tuned, and incident-responsive after launch — or you take the runbook and operate it internally with a clean handoff.

What we’ve published on this vertical.

Articles from the Agentic Workflows pillar and adjacent operating notes that bear directly on the shape of work in this industry.

From reading to building

Ready to apply this in your operation? Start with a free fit call.

Twenty minutes, principal-led, zero commitment. We name whether there’s a real workflow in your operation worth shipping — and if there isn’t, we say so.

Book a free fit call See the productized First Workflow →