AI EmployeesPreconstruction AI employee

Turn plans into cleaner takeoff prep.

An AI takeoff assistant that organizes plan sets, extracts key requirements, flags missing details, and prepares measurement notes for estimator review.

Less prep time

Fewer missed requirements

Cleaner estimator workflow

Dedicated offer page

AI Takeoff Assistant

Primary signal

Cleaner

takeoff prep before review

Best for

Construction and specialty trade teams buried in plans, specs, revisions, and preconstruction admin.

Commercial model

Free quote for construction workflows

Proof of work

Make the invisible labor visible before you buy.

You should see the operational output before trusting the automation: what gets captured, what gets handed off, and what has to improve for the build to matter.

Sample output

Plans, specs, addenda, exclusions, and measurement notes organized so the estimator starts from a cleaner packet.

Plan index

Spec highlights

Addenda checks

Measurement prep notes

Pain points

Fix the work that keeps slipping.

Each AI employee is built around a specific leak in your operation, then tuned to your tools, workflow, and real customer handoffs.

Plan review eats estimator time

Specs and addenda get missed

Takeoff prep is inconsistent across jobs

Workflow example

A concrete path from trigger to handoff

1

Plans/specs arrive

2

AI organizes documents and revisions

3

Requirements and misses are flagged

4

Estimator reviews the prepared notes

What it handles

The actual work this employee does

Plan set organization

Spec extraction

Revision checks

Measurement note prep

Estimator review handoff

1

Map plan workflow

We document how plans, specs, addenda, and notes move through the team.

2

Structure review prep

The AI organizes files and creates estimator-ready requirement notes.

3

Measure saved time

We track review time reduced, issues flagged, and bid packets prepared.

Control and trust

  • Human verifies final quantities
  • Best for repeat plan-review workflows
  • Built to reduce prep time, not remove estimator judgment

Success criteria

Packets organized

Issues flagged

Review time reduced

Bid readiness

Good fit

  • - You repeatedly review drawings or specs
  • - Human estimators stay in control
  • - Preconstruction admin is slowing bid volume

Not a fit

  • - No digital plans or repeat process
  • - You need guaranteed final quantities without review
  • - No estimator to verify outputs

Want this role built for your business?

Start the audit and we will map the role, the handoffs, the approval checkpoints, and the success criteria before anything goes live.

Start Audit
AI Opportunity Audit

Find the bottleneck worth fixing first.

We inspect one real workflow, identify whether it needs automation, an AI agent, a dashboard, or a custom app, and define what should stay under human approval.

Scattered data
Repeated computer work
Human approval

Start here

Map the first useful system.

No generic pitch. We will talk through the bottleneck and decide what kind of practical system is worth building.