Operational intelligence for construction businesses

Your team knows things your software doesn’t. We close that gap.

AI tools that sit on top of your ERP, your schedule, and your field reports. We help you estimate more accurately and aggressively, catch late jobs before they happen, and clean up operational inefficiencies.

01 — About

Your best superintendent runs a model in his head that no software has ever seen. Our job is to give that model somewhere to live.

1993

The web is text and academia. Most companies still run on a fax line and a printed catalog. Mosaic puts the browser on every desk. In a decade, the web is the front door.

1999

Business software ships shrink-wrapped and installed PC by PC. Salesforce launches on a “No Software” bet. In a decade, operations live in the browser.


Every wave of infrastructure has gone first to the operators willing to rebuild around it. The line, the network, the cloud. Each looked optional until it was the only way to keep up.

AI is the next wave. We help construction operators take it at the trailer, in the daily report, and in the controller’s seat.

Field notes 01 / 05
Construction site at sunset The site
Architectural plans and blueprints The plans
Construction workers on site The crew
Project office and trailer The trailer
Completed construction project The closeout

Curious whether AI is the wave for your operation? Let’s find out together.

Talk to our team
02 — Industries

Built for the kinds of operations where the back office is also the field office.

Multi-trade construction site Multi-trade builders

The work spans every trade. The data should too.

Multi-trade builders running concurrent commercial and institutional jobs, where every PM keeps a parallel spreadsheet to whatever’s in the ERP and the controller doesn’t see margin until the month closes. We close the loop in real time, on top of the systems you already pay for.

  • Tribal knowledge stuck in PMs’ heads, lost the day they leave
  • Project margin reported a month after it’s already gone
  • Sub coordination living in 200-message email threads
  • Same project data re-typed across ERP, Procore, and SmartSheet
General contractor with plans on site Forty subs, one schedule

Forty subs, one schedule, no slack in either.

Mid-market commercial GCs running $50M to $500M in annual revenue, where the back office is processing pay apps, lien waivers, change orders, and submittals on top of running the actual build. We take the document chase off the AP team’s desk and shorten the draw cycle from days to hours.

  • Draw cycles taking 9 days from sub invoice to AP-cleared
  • Lien waivers chased by hand every month-end
  • RFIs and submittals re-typed across Procore and the spec book
  • Change orders priced after the work is already in the wall
Asphalt paving operation Yards, miles, and crew hours

The numbers move with the asphalt. The system never quite catches up.

Asphalt and concrete paving operations where production lives in foremen’s heads, dispatch runs on radios, and equipment hours don’t reconcile to the cost code on the invoice. We tie production back to job cost in real time, on the same day the truck rolls.

  • Daily production reports written from memory at 7pm
  • Equipment hours that don’t reconcile with job cost
  • Crew time entries lost between tablet and ERP
  • Asphalt tonnage tracked on three systems, none of them right
HVAC mechanical contractor Bid-to-PO is the bottleneck

The bottleneck is bid-to-PO. The crew is fine.

Mechanical contractors running new construction, retrofit, and service. Where the constraint is estimator throughput and submittal turnaround, not the people in the field. We take the repeat work out of the bid and the submittal cycle so the senior estimators can spend their hours on the calls a model can’t make.

  • Estimators re-typing equipment schedules from PDF specs
  • Submittals taking three weeks to ship a routine VAV box
  • Service-to-install handoffs falling through the floor
  • Project history living in a senior estimator’s filing cabinet

Don’t see your shape of construction here? We’ll tell you on the call whether we’re a fit.

Talk to our team
03 — What we build

Custom software, shaped around the way the work actually runs.

Not a platform. A set of build patterns we’ve shipped enough times to price on a phone call. Yours gets shaped by what we find when we walk the work.

S01

Estimating Agent

Past bids, takeoff PDFs, unit-cost history, and sub quotes parsed into one system. Senior estimators ship more bids per week and keep their judgment for the calls that need it.

S02

Project Console

Schedule, budget, daily reports, RFIs, and committed costs in one live view. Drift surfaces before the next OAC meeting, not at month-end close.

S03

Job Memory

Closeout binders, RFIs, change orders, and lessons-learned notes captured and searchable across every past job. The senior estimator stops being a single point of failure.

S04

Systems Integration

Maestro, Sage, Procore, Foundation, Vista, and the spreadsheets that quietly run things, stitched into one operational spine. No more nightly CSV dumps your team has to clean.

S05

Workflow Agents

Task-specific agents for submittals, RFI triage, change-order pricing, and lien-waiver chase, embedded where the work already happens, not in a separate tool.

S06

Field Telemetry

Equipment hours, crew time, daily production, and material yield tied back to the cost code in real time. Idle time and overruns visible the day they happen, not the month they’re booked.

Want to talk through which of these would move the needle most for your shop?

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04 — How it works

A five-step engagement, built on the floor.

Custom software for the way construction actually runs can’t be specified from a slide deck. We come on site, sit with your team, and ship software shaped around the workflows we found there.

On site discovery On site before any code gets written.

We come on site. Trailer, deck, back office, the controller’s seat. Two days minimum. The point is to see where the hours leak, where margin slips, and where AI has a clean shot at giving them back.

Ready to start the walkthrough? We’re booking next-month engagements now.

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Frequently asked questions
Internal AI teams make sense when you have ten engineers and a multi-year mandate. Most construction operators don’t have either. We come in for a fixed engagement, ship the workflow that’s eating the most hours, hand back the code, and leave. You can hire your own team to extend it later, or not.
Construction software fails when it’s specified from a Zoom call. The actual workflow lives in PMs’ heads, in spreadsheets nobody named, in the way the controller handles a stuck pay app at 4pm Friday. Two days on the deck before we open the editor isn’t a luxury. It’s the only way the build survives contact with a real Tuesday.
Maestro, Sage 300 CRE, Foundation, Vista, Procore, and the spreadsheets that quietly sit on top of all of them. If you’re on something else, we’ll tell you on the first call whether the connector is two weeks of work or two months.
Those are systems of record. They store the facts after the fact. What we build sits on top, reading what they hold, watching what’s slipping, drafting what should happen next. The platforms stay. The friction goes.
First production workflow is live on a real project about thirty days from kickoff. Not a sandbox, not a pilot. Running against your live data, used by the people who’ll own it. Which workflow shows up first depends on what the walkthrough surfaces.

Still have questions? The answer’s probably easier on a call than in writing.

Talk to our team