Problem 01
Reactive
Misses surface after the shift, units already gone.
Solution
Watches every line
Continuous monitoring, every station, every cell — catches it while it's happening, not after.
YOUR FACTORY.
SERIOUSLY SMARTER.
Problem 02
Opaque
Root cause dies at shift end, no visibility into why.
Solution
Ask a question, get an answer
Plain language, your own signals, never the cloud — answers on demand instead of a 48‑hour investigation that never happens.
Problem 03
Tribal
Knowledge lives in one veteran's head; they leave, the floor slows.
Solution
Learns your operations
Models your plant, grounds your team's knowledge, keeps learning every shift — knowledge in the system, not in one person.
The Agents
Two agents. One operating layer.
Catches the drift, pins it to the station, and quantifies what matters in real time.
Sees the escape, isolates the physical cause, and stops recurrence.
Deployed in Months Days
Industry
Electronics
+25%
Throughput
More output,
same line
Industry
Automotive
+40%
More uptime
Catch machine
failures
Industry
Food & Beverage
100%
Compliant:
ISO 9001, ISO 13485, GAMP5
Audit-ready,
always
Industry
Plastics
+100%
Total recall
Every unit,
traced
Engine
We fuse what your machines say with what your people know.
Sensors
Manuals
Shift notes
Voice memos
Knowledge
Ask a question, get an answer.
Plain language in
Ask anything about your lines, processes, or issues
Genesis
Grounded in your plant's signals, history, and operational context.
Grounded answers out
Answers based on your data. No guesswork. No cloud‑only
Connectivity
Every sensor. Any protocol.
Whatever's on your floor, we speak its language.
VIB-02PLC tagsOPC UAThermal camLoad cellsEncoder RPMMotor ampsVision AOIFlow meterPressureMQTTModbus TCPCycle countsFault codesEtherNet/IPPROFINETIO-LinkHARTMTConnectPI historianSCADA tagsCNC dataRobot RTDEServo drives
Cycle drift detected
ST-03 cycle time +0.42s over the last 40 minutes — projected 118 units lost this shift if uncorrected.
Fired byEncoder RPMPLC tagsCycle counts
+0.42scycle drift
118units at risk
92%confidence
Deployment
Seriously secure.
Built for your environment. Your data stays yours.
On-prem
Factory Model 
Local AI Inference 
Local Database
No public
internet access
No outside API
requests
Expansion
Seriously scalable.
From one line to every site.
Talk is easy. Let's build something real.
Apply for a rapid proof of value, or get in touch to learn more.
Blog 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