24 Hours. 3 AI Employees. $33,000 a Year in Protected Margin.

Wormley Brothers Enterprises was already winning. DataCose helped them design the systems to keep it that way by delivering a working AI prototype in just 24 hours.

Key Result: A complete AI roadmap, 3 AI Employees designed, and a working prototype in under 24 hours.

Wormley Brothers Enterprises (WBE) isn't a company with a problem. They're a company with a vision.

Operating commercial roofing projects across 10 states, WBE handles complex, high-stakes work for major national chains like Chick-fil-A and Taco Bell. Their estimators are among the best in the business. Their project portfolio is the kind that most roofing companies spend decades trying to reach.

Bob Dixon knew exactly how they got here and exactly what it would take to stay at the top.

There is no world in which AI replaces a human, but there is a world where AI enhances our ability to do our jobs.

Bob Dixon, WBE

Challenge

Reviewing 100+ page specifications manually per bid.

Managing highly volatile logistics costs over 300 miles.

Manually cross-referencing estimated bids against final spend.

That belief brought him to DataCose. Not to fix something broken but to build something extraordinary.

Bob's question wasn't "What's wrong?" It was "How do we systematize our edge and protect our margins as we grow?"

The Dream-State Model Process

DataCose sat down with Bob and his team for a focused Dream-State deep dive: a single high-intensity workshop designed to map WBE's estimating workflow and identify where AI could build the ultimate operational leverage.

What We Mapped

The bid lifecycle from spec intake to final invoice

How estimators handled large, complex spec documents across varying client standards

The field execution loop, where job costs were tracked, where scope changes surfaced, and where the data lived after a project closed

The feedback gap between what was bid and what was actually spent

What we identified:

Three AI Employees emerged as the highest-impact opportunities for WBE. Each one designed to amplify what their team already does well:

● The Consistency Engine

An AI agent that instantly cross-references 100+ page PDF specs against estimate line items. It catches technical mismatches (like warranty spec differences) automatically, so estimators can focus on strategy instead of document scanning.

● The Travel Risk Calculator

Automatically calculates the true cost of crew deployment on jobs over 300 miles, factoring in labor burden and logistics so every bid reflects reality from the start.

● The Retro Dashboard

Compares Bid Budget vs. Actual Spend after each job, turning historical project data into a feedback engine for continuously sharper estimates.

The Model Delivered

PHASE 1

Spec Intake

PHASE 2

Bid Drafting

PHASE 3

Field Ops

PHASE 4

Post-Retro

Spec Intake

Compares specs instantly to isolate code/warranty variances.

Travel Risk Calculator

Maps distances
(> 300 miles) to recalculate labor burdens.

Retro Dashboard

Closes feedback gap by pairing project budget with field cost data.

Here's what the numbers look like:

Speed to Value: Prototype in Under 24 Hours

From Dream-State deep dive to working prototype in under 24 hours. WBE watched their own past bids run through the system the next day.

The Long-Term Compounding Effect

As bids tighten continuously, WBE gains the edge to secure high-tier client accounts. This systematic optimization targets an annualized savings of $33,000+/year — compounding to $165,000 in protected enterprise margins over a 5-year timeline.

The Enterprise Hedge

The Consistency Engine acts as an institutional-grade review layer on every proposal. A single prevented spec error on a national-chain project returns 4x the setup cost in one catch, and it protects WBE's reputation for airtight execution.

Immediate ROI

The $7K-$10K Setup Pays Itself Back Fast

The system is projected to recover its full setup cost by catching:

5 crew trips that would otherwise go unpriced in bids (the Travel Risk Calculator's job)

3 change orders that would have slipped through manual review (the Consistency Engine's job)

These aren't hypotheticals. They're the line items that show up on every large commercial project. And that's before the Retro Dashboard starts sharpening every future bid.

And this only covers Phase 1. Roughly 30% of the full Dream-State architecture.

Want a Dream-State Model for your business?

One 90-minute deep dive. 24 hours later, you watch a working model of your business running without you. $599, with the same guarantee as everything we do: if we can't find at least 20 wasted hours in your workflows, you get the $599 back plus $500 on top.

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