01
You're tired of antiquated vendors and tools.
We connect, model and deploy a working AI agent on your floor in a week, and scale it up for 1 month – built side by side with your team until it's catching production and quality escapes live.
The first one is on us.
Apply to the cohort*By referral and application
Accepting applications now
Factory floor intelligent operations
sometime in 2029 by Friday.
We connect, model and deploy a working AI agent on your floor in a week, and scale it up for 1 month – built side by side with your team until it's catching production and quality escapes live.
The first one is on us.
Apply to the cohort*By referral and application
Use Cases
Improve 8-15% production catching more cycle drifts, bottlenecks & stoppages
Catch 25-40% lost quality escapes
Why we created this
No bullsh*t.
Everyone is in your inbox right now selling AI. The hard part isn't finding it, it's knowing who to trust. Who is actually good, and who has actually lived on a factory floor.
That's who we are. Our team are industrial AI leaders, plant managers, manufacturing CEOs and frontier software engineers, maniacally focused on shop floor efficiency and operations.
Instead of pitching you, we prove it on one of your problems before you spend a dollar.
Built by experts from
This is the next generation of how humans and machines run a factory together.
We are building it one plant at a time.
What we're looking for
02
You build complexparts where a defect is expensive.
03
You already havethe machinesand the data.
04
You move fast when something works.
Who it's for
Operations Leader
Plant Manager
Frontline Operator
Analytics / IT team
FACTORY INTELLIGENCECOHORT
- 1
We review your operation.
We assess your plant against the KPIs that actually move on the floor: cycles, bottlenecks, stoppages, downtime, quality.
- 2
We identify the right problem
With your plant and ops team, we pinpoint where our agents can create measurable impact, and agree on the first use case.
- 3
We build the business case
On usYou give us read-only remote access. We validate the data, quantify the opportunity, assess fit, and come back with a project plan. No cost to you.
- 4
We deploy in four weeks
We connect to your existing systems and go live on the floor, with minimal burden on your team.
Week 1ConnectWeek 2Go liveWeek 3TuneWeek 4Stabilize - 5
An engineer comes on-site
One to two days on your floor between weeks 2 and 4. We observe, tune with your team, and validate the handoff in the real environment.
- 6
You see value, then you decide
After four weeks on one plant you know exactly what the system delivers. You choose how to move forward.
3Spots limited
We take on three companies every 90 days.
This is an invite-only program, and we only work with teams who have the conviction to move quick and build the future.
Think your plant belongs in the cohort?
Apply to the cohortBlog Posts
View All Blog Posts
You’ve automated the line. You’re still losing output you can’t see.
The next gain on your floor isn’t another machine — it’s acting on what the line already tells you, while the shift is still running.
Read more
No one can act on 56 alarms at once — so your operators act on none of them.
Flood a supervisor with alarms and they don’t triage faster — they tune the screen out and run on instinct. The fix isn’t more alerts; it’s one decision they trust.
Read more
Your big breakdowns are handled. The small losses are what’s killing your numbers.
If you can't tie the agent to a number the plant manager already cares about, you haven't deployed AI — you've deployed a hobby.
Read more
Edge-first AI in manufacturing: AI should live where the data lives.
No plant ever wanted its process data shipped off to a giant cloud company across the world. Build from the floor up, where the work happens — and thanks to how far the hardware has come, you finally can.
Read more