Query billing and work orders in plain language, normalize supplier pricing into one schema, and move plan sets toward review-ready takeoffs — with a human approval gate wherever the consequence is real.
Construction teams do not need another general-purpose dashboard. They need focused systems that read the artifact, find the live record, and prepare the next decision — then stop and ask.
01
Plans become a measuring queue.
Every estimate waits for someone to find the scale, read the roof, count the parts, and re-key the result into a spreadsheet.
Queued
02
Supplier data speaks four languages.
Product names, units, and prices shift from file to file while estimating and purchasing both need one answer.
Unreconciled
03
Job truth stays behind filters.
Simple work-order, crew, and scheduling questions interrupt the two people who know where to click.
Blocked
04
Billing context spans three systems.
Invoice status, vendor bills, payments, and aging demand a scavenger hunt before a decision can happen.
Fragmented
PLNPlansSheet sets and elevations
QTYQuantitiesMeasured and confidence-scored
PRCPricingNormalized supplier cost
JOBJobsCrews, stages, schedule
BILBillingInvoices and closeout
Section 02Flagship system
Sheet A5.2 / roof plan
Scale check required
01 / Blueprint to takeoff
Make the plan set useful before it reaches the estimating queue.
Upload residential blueprints, verify drawing scale, extract roof and elevation measurements, score confidence on every result, and produce a consistent takeoff ready for review and export.
One operating layer for the work that keeps moving.
Each system owns a defined job. Together they connect the path from plan intake and material cost through field execution to financial closeout. Select a channel to inspect it.
Assisted pilotSYS / 01 — DRAFTING-TABLE
InputDrafting TableOutputHuman review
Blueprint to takeoff
Plans in. Structured quantities out.
An assisted estimating workflow for turning residential plan sets into consistent, reviewable gutter takeoffs.
A construction material pricing layer that normalizes supplier files, preserves price history, and prepares clean data for estimating and ERP workflows.
Automate the busywork. Keep control of the decisions.
The system retrieves the record, measures the plan, compares the prices, and prepares the action. Your team keeps the approval point wherever the consequence is real — payments, external sends, rescheduling, and anything the model scored low.
Nothing consequential leaves the building without a human saying yes. That is not a limitation we apologize for; it is the reason the output is usable.
Start narrow. Connect deeply. Expand from evidence.
Advanced does not mean bloated. The strongest construction system solves one high-frequency job, connects to the real source of truth, and earns the right to do more.
01Phase
Map the real workflow
We start with the people, handoffs, source systems, exceptions, and approval points that exist today — not the org chart version.
02Phase
Connect the source of truth
The product queries the system where the fact actually lives instead of inventing another disconnected database to fall out of sync.
03Phase
Build the review gate
Low confidence, consequential changes, and external communication stay visible and human-approved. The gate is a feature, not a limitation.
04Phase
Ship, observe, expand
Launch one focused workflow, learn from real use, and connect the next system only where it earns its place.