FOR MANUFACTURERS · BUILT IN THE TRI-STATE, WORKS ANYWHERE

Tribal knowledge is running your plant. Let's make it infrastructure.

Your best estimator is a bottleneck. Your drawings archive is a black hole. Your Friday reports eat a supervisor's afternoon. We've fixed exactly this, for a manufacturer like you, in 90 days.

01
Every quote waits on the one person who knows the real numbers.
Your senior estimator isn't the problem — they're the ceiling on how much work you can take. Right now their judgment is trapped inside every quote's two-hour build. Free the judgment from the build, and the ceiling lifts.
02
Decades of files, none of them findable.
Drawings, specs, POs, and email threads scattered across shares. The answer exists; nobody can produce it before the customer stops waiting.
03
Reporting eats your supervisors alive.
The people who should be running the floor spend Friday assembling numbers that were already sitting in five systems.
REAL ENGAGEMENT · MANUFACTURING

Infinite AI OS: an AI operating system in 90 days.

A private manufacturing group came to us with estimating, quoting, reporting, and file search all running on manual effort. Ninety days later: four named AI employees working in Microsoft Teams (a manager and three specialists), standing on a six-layer root system: company memory, a knowledge map, file intake, employee profiles, tool connectors, and observability. Three core systems in production, every consequential action approved by a human.

4 AI employees in Teams3 systems in production90 days idea to foundation
READ THE FULL CASE STUDY  >

What this looks like on an ordinary Monday.

  • A quote request lands. Your AI estimator drafts it from past jobs and current material costs, cites every source, and flags the two line items where costs moved since the last similar job. Your senior estimator reviews in minutes — catching what matters, because the digging is already done. Their name is still on the quote. Their judgment sets the standard the AI drafts to.
    1. AI FLAGGED · 2 LINE ITEMS MOVED
    2. ESTIMATOR CAUGHT · WHAT MATTERED
    3. APPROVED · THEIR NAME ON THE QUOTE
  • A floor supervisor asks Teams where the rev-C drawing for a 2019 job lives. The answer arrives with the file, in seconds, with the change history.
  • The weekly ops report assembles itself from your ERP and job tracker. Your supervisor reviews it over coffee instead of building it after dinner.

Process data that never leaves the building.

For manufacturers with sensitive process knowledge, we run open models on hardware you own: flat monthly cost, zero data egress, and privacy that's physics instead of policy.

HOW WE HANDLE YOUR DATA  >
BEFORE YOU BOOK ANYTHING

Show this page to your estimator.

If they hate the idea, we want to hear why — they know things about your quoting logic that no assessment will surface. Skills authoring starts with them, on their terms, with their name on the output. The system exists to multiply their judgment, not to replace it.

FORWARD BY EMAIL

Bring us one painful workflow.

A 30-minute working session. We'll sketch the fix and the cost curve, and tell you plainly if AI won't pay there yet.

BOOK A WORKING SESSION