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Smart Estimation AI 🌐 · Photo Pipeline

Any jobsite
photo.
Priced
estimate.

A crew member snaps a photo on site. In sixty seconds, your office has a priced scope of work — organized by trade, ready for sales review, built for winning more bids with confidence.

Section 02

Three AI stages.
One photo in.

01
Vision

Read the photo like a surveyor

A construction-tuned AI prompt identifies the room type, visible elements, materials, fixtures, and estimates dimensions using reference objects like standard doors and ceiling heights.

02
Decompose

Build the scope of work

The vision output passes to an estimator agent that decomposes it into trade-level work items — organized by division, with realistic quantities and units.

03
Price

Apply regional rates

Blended material + labor unit costs apply per line item, then aggregate with contingency and GC overhead — a preliminary budget your rep can walk into a meeting with.

This is a preliminary estimate built from a single photo. It is not a substitute for a site visit, licensed trade verification, or a binding proposal. Rates reflect regional averages. Production use reconciles these against your own cost catalog.

Section 03 · Live Demo

Upload a photo.
Watch it work.

Input
Drop a jobsite photo
or click to select
JPG · PNG · WEBP · ≤ 10MB
Your photo is not stored · Processed & discarded
Section 04 · The Suite

This is one
tool in a
complete suite.

The Photo Pipeline is part of Smart Estimation AI 🌐 — one of nine AI-powered systems we build for residential and commercial contractors.

From marketing and sales to operations, hiring, and financial control — every tool plugs into the stack you already run.

Your Success Is Our Priority

Improve profit margins by 20%
or your next month is free.

Book a thirty-minute call. We'll map the biggest bottleneck in your business to an AI agent that takes it off your desk — starting this month.