Half the time
Estimating engines
Quote engines wired to live supplier pricing, our CRM, and field photos. A bid goes out in half the time, consistent every time - instead of depending on who built it.
AI consulting for operating businesses
AI that does real work in your business.
We help builders, contractors, and property managers find the few places where AI actually pays off, get their teams using it, and measure the impact. No demo theater.
Proven in a live operation
Built in the field. Proven on real jobs.
We cut our teeth building AI tools inside a roofing and restoration company we advise. Those tools earn their keep on real jobs—and we bring that same operator mindset to every business we work with.
$5,200 average per job
Unbilled work found
Across 50+ live jobs at a roofing client, our reconciliation engine found an average of $5,200 per job in completed work that never made it onto the bill, and saved about 4 hours of skilled time each time.
Audience
Who we work with
Contractors and trades
Roofing, siding, HVAC, electrical, plumbing, concrete, restoration. Estimates that take too long and work that never makes it onto a bill.
Builders and developers
Custom builders, remodelers, small developers. Change orders, selections, draws, and subs chased by text message.
Property managers
Doors under management, work orders, turns, vendor invoices, and a phone nobody can answer twice.
What we do
AI that fits the work you already do.
No hype. No science projects. We find where AI can create measurable value in your business and help you put it to work—with practical guardrails in place.
Find the real opportunities
We map your workflows and pinpoint where AI saves time, cuts cost, or takes on repetitive work - and where it shouldn't be used at all.
Implement what works
From off-the-shelf tools to custom integrations, we build AI into your day-to-day systems so it actually gets used - not shelved.
Bring your team along
We train your people and set the guardrails, so confidence and capability stay in-house long after we've moved on.
The trail
A clear path from here to the frontier.
Every engagement follows the same simple route. You always know where you are and what comes next.
01 - Survey
Understand the terrain
We learn how your business runs today and identify the highest-value, lowest-risk places to begin.
02 - Outfit
Equip your team
We implement the right tools and integrations, set sensible guardrails, and train the people who'll use them.
03 - Guide
Reach the frontier
We stay alongside you as you scale - measuring results and expanding to new workflows with confidence.
Real
Outcomes, not experiments
Yours
Capability that stays in-house
Clear
No jargon, no black boxes
Start with the audit.
Start with the audit.
Tell us a little about your business and what you want to improve. We'll review it and respond within one business day. If the audit looks like a fit, we'll schedule a focused 15-minute call before you commit.
Not ready for the full audit?