We build AI operating systemsthat run your whole business.
Azure
Google CloudThe systems we've built. Or one built for you.
Open any system to see how it works. Each one is purpose-built for an industry we know in depth. When none is the right fit, we build yours from the ground up, on your data and owned by your team.
AI OS for Construction is in the catalog. Our first product is ArosBid, the bid command center for mechanical, electrical, plumbing, roofing, and steel. Takeoff and estimate included. Replaces Trimble AutoBid. Live product: www.arosbid.com.
AI OS for Real Estate
One AI system to run a real estate sales operation: leads, marketing, inventory, and contractors, all in one place.
Everything it takes to ship AI
If the first system is not obvious yet, start with a free AI readiness assessment.
From first call to shipped system.
Four moves, zero hand-waving. The line below walks the whole path.
Discover
We embed, map your workflows, and pinpoint where AI creates real, measurable leverage.
A plan, not a wishlistPrototype
A working proof of value on your data. You watch it run before anyone commits.
Proof before commitmentEngineer
Hardened for production: evals, guardrails, observability, and the integrations to live in your stack.
Built to run, not to demoScale & own
We hand over a system your team owns, with the playbooks and training to extend it.
No lock in. It is yours01Discover
Week 1 → 2We embed, map your workflows, and pinpoint where AI creates real, measurable leverage.
A plan, not a wishlist02Prototype
Week 2 → 4A working proof of value on your data. You watch it run before anyone commits.
Proof before commitment03Engineer
Week 4 → 10Hardened for production: evals, guardrails, observability, and the integrations to live in your stack.
Built to run, not to demo04Scale & own
OngoingWe hand over a system your team owns, with the playbooks and training to extend it.
No lock in. It is yours
Proof, not promises.
Outcomes we can put a number on, measured across the work we ship.
Median ROI
The typical return our clients see within twelve months of going live.
Manual work automated
on average
Systems shipped
to production
To first value
kickoff to prototype
Measured across 40+ engagements, not cherry-picked.
Work that earns its keep.
One system of record for the sales desk
Pine Valley Estates Ltd. Leads, follow-up, and inventory in one AI CRM. The return is the record, and the time that left the hunt. No invented dollar figure.
Read the storysystem of record
Let's build the intelligence that moves your business.
Tell us where you're headed. We'll show you what's possible, and exactly how we'd get there together.
systems shipped
median ROI
work automated