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Case Study Construction Quoting Automation

Automated patio quoting,
engineered in seconds.

VProofing & Home Improvements builds roofing, patios, carports and sheds across North Queensland - a cyclonic wind region where every quote carries real structural responsibility. We built an automated quoting pipeline that takes a digital site measure as its input and produces a complete, certified-engineered Bill of Quantities and Scope of Works as its output. Site measure in, engineered quote out, ready to review in seconds.

Client

VProofing & Home Improvements

Industry

Residential Building - Townsville, QLD

Tools Used

Base44 n8n Airtable Anthropic Claude

Seconds

From site measure to an
engineered draft quote

46+

BOQ line items built and
priced automatically

Certified

Cyclonic-rated engineering
on every single job

The Problem

The same expert process,
rebuilt by hand on every job.

VProofing & Home Improvements specialises in roofing, patios, carports and sheds across North Queensland - a cyclonic wind region where every job carries real structural responsibility.

Quoting a patio wasn't just filling in a form. It meant taking a site measure on paper, uploading photos, manually working structural calculations against engineering tables, feeding everything into a quoting spreadsheet built up over years, then copying it all into MYOB to produce a quote. A separate Scope of Works had to be drafted and adjusted for every job.

Every quote meant hours of skilled time on work that - while rigorous - followed a repeatable set of rules. The bottleneck wasn't expertise. It was doing the same expert process from scratch, manually, every single time.

The Solution

Site measure in. Engineered
quote out. Review in seconds.

We built a fully automated quoting pipeline that takes a digital site measure as its input and produces a complete Bill of Quantities and Scope of Works as its output - with certified structural engineering handled automatically in between.

The estimator's role shifts from building the quote to reviewing it. Every calculation is done for them, every document is assembled for them, and every job follows the same certified engineering process regardless of who's on site.

What happens automatically

1

Estimator submits a digital site measure in Base44

2

n8n runs the structural engineering from certified tables

3

Claude reviews the site photos and flags mismatches

4

BOQ and Scope of Works generate on approval

Estimator reviews, edits per job, and downloads

How It Works

From digital site measure to a certified, downloadable quote.

1

The estimator fills in a digital site measure in Base44

On site, they capture dimensions, fixing type, wind exposure, enclosure, gutter type, post connections and photos. Paper forms are gone entirely.

2

n8n runs the structural engineering automatically

The moment the form is submitted, panel thickness, beam sizing, post uplift, footing depths and concrete volumes are all calculated from certified Nordeck cyclonic wind tables - the same process an engineer would work through by hand, completed in under a second.

3

Claude reviews the site photos for issues

The AI flags anything that doesn't match the measurements - pool locations, powerlines, access constraints, post-count mismatches. It doesn't change the engineering; it highlights things for the estimator to consider before approving.

4

The owner reviews and approves the engineering

In Base44, the owner checks every calculation, adjusts any values if needed, and approves. Every edit is tracked with a timestamp and a full audit trail.

5

BOQ and Scope of Works generate on approval

The Bill of Quantities builds every line item with calculated quantities - concrete volumes, post lengths, flashing, screws, labour days, brackets, rivets - with rates pulled automatically from the owner's price list in Airtable. The Scope of Works assembles in VProofing's exact template wording, with the right inclusions and exclusions for that job.

6

The estimator reviews, edits and downloads

Final documents download straight from Base44. Rates are managed by the owner in Airtable - pricing updates take under a minute and every future quote picks them up automatically, with no developer involvement.

Key Design Decisions

Why every quote stays certified and consistent.

Certified engineering tables, not guesswork

All sizing and footing calculations run off certified Nordeck cyclonic wind tables, so every quote follows the same rigorous structural process the region demands.

AI assists, it doesn't decide

Claude reviews site photos and flags mismatches for a human to consider - it never alters the engineering. The estimator stays in control of every approval.

The owner manages pricing, not a developer

Rates live in Airtable. A price update takes under a minute and flows into every future quote automatically - no code changes, no waiting on a developer.

A full audit trail on every calculation

Every edit to the engineering is tracked with a timestamp and the changed values, so there's a clear record behind each quote - important when structural accuracy isn't optional.

Under the Hood

The n8n quoting pipeline in action

A submitted Base44 site measure triggers the engineering run - panel, beam, post and footing calculations against certified wind tables, with Claude reviewing the site photos in parallel. On the owner's approval, the Bill of Quantities and Scope of Works generate from rates held in Airtable.

n8n automation workflow for VProofing patio quoting showing the Base44 site measure trigger, structural engineering calculations from certified wind tables, Claude photo review, and automated Bill of Quantities and Scope of Works generation

n8n pipeline - Base44 site measure intake to certified engineering to automated BOQ and Scope of Works

The Results

Before and after.

Before

Structural calculations worked by hand

engineering tables cross-checked manually each job

Hours of skilled time per quote

a repeatable process rebuilt from scratch every time

Scope of Works drafted by hand

re-written and adjusted for every single job

Pricing updates needed a developer

and no audit trail on the calculations

After

Full engineering calculated automatically

from certified cyclonic wind tables, in under a second

Seconds from form to engineered draft

the estimator reviews instead of building from scratch

BOQ and SOW assembled automatically

46+ priced line items, in VProofing's exact wording

Owner manages rates independently

with every edit tracked by timestamp and value

The Numbers

What the pipeline delivers.

Seconds

From site measure to engineered draft

46+

BOQ line items built and priced

<1 min

To update rates, owner-managed in Airtable

100%

Of quotes follow the same certified process

The Impact

Consistent rigour on every job,
without the manual rebuild.

Every patio quote now runs through the same certified engineering process - no shortcuts, no guesswork, consistent output regardless of who's on site. The system enforces rigour on every job automatically, and the estimator focuses on reviewing and approving rather than building from scratch. For a building company operating in a cyclonic wind region where structural accuracy isn't optional, that consistency matters as much as the time saved.