For development and construction leaders

Deliver every build with stronger plans, tighter bids, and lower costs.

Why it matters

An AI construction expert trained on every project your organization has ever completed, so every new build starts with an advantage decades in the making.

The agent works from the drawings, vendor records, and as-built data your teams work from every day.

1.2B sqft

of enterprise operations run on REAL

8M+

tasks completed across enterprise portfolios

14%

physical operations savings across portfolio

01Live document reading

Every plan and specification, always current.

REAL reads every plan and specification the moment it changes, so every decision your teams make moves on the live build.

Document control

Floor Plan · v9

Current

Floor Plan · v8

Superseded

Floor Plan · v7

Superseded

Auto-extracted dimensions · 4,820 sqft

02Budget planning

Every estimate priced on your actual delivery cost.

REAL reads your plans and prices every line item against your vendor rates, giving your team an estimate that holds from bid through delivery.

Budget estimate · Flagship Chicago

Line itemCost

Shelving

340 ft · $82

$27,880

Flooring

3,820 sqft · $14

$67,480

HVAC

4 units · $8,400

$33,600

Electrical

per portfolio avg

$41,200
Based on 23 prior builds · $170,160
03Procurement

Enter every negotiation with every bid already measured.

REAL analyzes each bid against your full vendor track record across every site, so your team enters every negotiation knowing which contractors consistently deliver, which proposals are above range, and exactly where to push.

Bid analysis · HVAC installation, 12 locations

Vendor A$168K · +12%
Vendor B$139K · in range
Vendor C$109K · −10%
Portfolio average (last 3 yrs)$121K
04Site performance

Each site benchmarked against the rest of your portfolio.

REAL benchmarks each site against your full portfolio, identifies exactly why costs differ across locations, and gives leadership a clear view of which sites need attention and what it would take to bring them in line.

Site efficiency scores

Chicago · N. Michigan84
Dallas · Knox St71
Miami · Brickell58
HVAC older units · Lighting inefficient+$23K/yr
05Standards compliance

Your standards enforced across every location, without exception.

REAL cross-references photos and site data against your brand standards across every location, giving your team a complete compliance picture and what it takes to close any gap.

Standards check · RAP, 5th Ave NYC

Logo signage dimensions

Compliant

Product zone layout

2 zones off

Ceiling lighting count

24 / 24

Entrance signage placement

Offset 14cm

The REAL Suite

One agent is powerful. A suite is transformative.

Each REAL agent is an expert in its domain, built to share context and act on what the others know. The more agents work in your portfolio, the more complete each one's view of it becomes, and the stronger every decision your team makes.

Construction

Frequently asked questions

  • Overruns usually start as scope gaps and unverified change orders that nobody caught early. The control is structured visibility: every bid, plan, and change order read against the others and against what similar projects actually cost. REAL structures build plans and documents, benchmarks costs across your portfolio and the market, and tracks budget against actuals so a problem shows up while it is still cheap to fix.

  • Compare them line by line against each other and against what comparable projects in your own portfolio paid, not against a single market average. REAL reads bid sets, compares contractor bids, benchmarks against portfolio and market rates, and scores vendor performance, so the award decision rests on evidence rather than the lowest headline number.

  • By reading the documents closely enough to find what is missing, which is hard to do by hand across many projects. REAL detects scope gaps and exclusions before they turn into change orders and verifies the change orders that do come through, so surprises are caught at the document stage instead of the invoice stage.

  • By comparing the bid set to the as-built and flagging every deviation. Done manually this is slow and easy to skip, which is how omissions slip through. REAL compares plans to as-builts and surfaces deviations and compliance risk in real time, so what you paid for is what got delivered.

  • Drawings are the source of truth for a build, but the quantities are locked inside CAD files that most software cannot read. REAL runs a takeoff pipeline that reads CAD drawings, including DWG and DXF, finds and clusters the labels and annotations, renders them, and builds an evidence-backed report. Every count and quantity links back to the spot on the drawing it came from, so the takeoff is something your team can verify rather than a black-box number.

  • A budget is only useful if it reflects what is actually coming, including the change orders that have not been approved yet. REAL tracks budget against actuals across the project and factors verified and pending change orders into the projected final cost, so the number your team is working from is the real one, not the one from the original bid.

  • A change order is rarely just a line-item cost. It can expand scope, move the budget, and put substantial completion or the opening date at risk. REAL verifies each change order, shows its cost and scope impact against the contract, and flags the ones that threaten the schedule, so the decision to approve is made with the full picture rather than after the fact.

  • Fair pricing is a comparison problem: what did this trade or line item cost on comparable projects, and is this number an outlier. REAL benchmarks change order pricing against your portfolio history and market rates and flags outliers by trade or line item, so a push-back on price is backed by evidence rather than instinct.

  • Scope creep shows up as a pattern, not a single change order: a run of changes that suggests work which should have been in the base scope. REAL identifies those patterns across a project and surfaces them, so a string of small additions does not quietly become a large overrun.

Turn everything your organization has built into a permanent advantage on every project that comes next.

The Construction Agent turns everything your organization has built into better plans, stronger bids, and sites that perform from day one.

  • Plan with precision, from your own data
  • Negotiate with every past deal behind you
  • Every site performing at its best
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