Autonomy for industrial machines. Trained by the people who know them.
The physical AI platform that captures operator voice notes and continuous vibration data from every machine. The foundation for machines that understand themselves.
Grinding noise on startup...
All nominal, 847 cycles...
Belt tension good, oil normal...
On the machineThe knowledge gap
Your best technicians are retiring. Their decades of expertise walk out the door. Every observation, every workaround, every “I know that sound” is gone forever.
New hires take 12 months to become productive. Paper logs get lost. Machines degrade between inspections. The knowledge that kept your factory running lives in people's heads, and there's no plan for when they leave.
This isn't a technology problem. It's an extinction event for institutional knowledge. And it's happening right now across every manufacturing floor in the world.
Three steps. Zero complexity.
Set up in seconds
Mount the device on any machine, or just open the mobile app. No wiring, no integration.
Speak from anywhere
Press the button on the device or tap record on your phone. Notes are transcribed, linked to the machine, and categorized automatically.
Search everything
Find any observation instantly. Filter by machine, operator, date, or category. Your factory's memory, always accessible.
Record from anywhere on the floor.
Open the app on your phone, tap record, done. Every note is transcribed, tagged to the machine and category, and searchable instantly.
Grinding noise on startup. Bearing on main spindle looks worn.
IssueShift handoff: all nominal. 847 cycles, coolant topped off.
HandoffBelt tension good, oil level normal. Ready for night shift.
RoutineTap and talk
One tap to record. Notes are transcribed with your factory vocabulary in under 3 seconds.
Search everything
Find any note by machine, operator, date, or keyword. Your factory memory, always accessible.
Instant alerts
Issues flagged by operators push to the right people immediately. No note gets lost.
Train new hires faster
New employees learn from years of captured knowledge. Every workaround, every pattern, already documented by the team before them.
AI chat, ask your factory
“What happened to CNC-01 three months ago?” AI chat across all notes, machines, and history.
Abnito CharmTM
Your operators already know everything.
Now your factory remembers it too.
Every operator has years of experience. They hear a bearing going bad. They notice when a machine runs differently. Until now, that knowledge lived in their heads.
With Abnito, they press a button on the device or open the app on their phone. Every observation is automatically transcribed with your factory's vocabulary, linked to the right machine, and sorted into useful categories. It takes 5 seconds.
Press the button on the Charm. Record directly at the machine.
Open the app on your phone. Record from anywhere on the floor.
“Grinding noise on startup. Checked the bearing on the main spindle, looks worn. Scheduling replacement for next maintenance window.”
“Shift handoff: all nominal. Ran 847 cycles today, coolant topped off. Hydraulic pressure steady at spec.”
Every machine tells a story
through vibration.
84 vibration features captured every second across three axes. When your operators add voice notes, the signal gains meaning.
Continuous sensing
Three-axis vibration data, 24/7. The Charm extracts 84 features per second, building a complete signature of how every machine runs.
Operator context
Voice notes anchor to the vibration timeline. When an operator hears something off, their observation links directly to the data at that moment.
Physical AI foundation
Vibration patterns paired with operator expertise. We're training a physical AI model that learns what your factory sounds like, and what it means.
From knowledge capture to
industrial autonomy.
Physical AI that perceives and acts in the real world. We're building the foundation model for industrial machines, trained on sensor data and the expertise of the people who run them.
Capture
Every voice note. Every vibration signature. Continuously building the richest dataset of how your machines run, and what your operators know about them.
Understand
Models trained on operator expertise paired with sensor data. Pattern recognition that encodes decades of tribal knowledge into machine intelligence.
Act
Machines that anticipate failures, schedule their own maintenance, and train new operators. Industrial autonomy built on the knowledge of your best people.
Every signal drives a result.
Voice notes and vibration data feed the same intelligence layer. Observations become alerts, patterns trigger service orders, and reports build themselves.
Real-time alerts
When an operator flags an issue or vibration shifts outside baseline, the right people know immediately. Alerts route by machine, severity, and source.
Automatic service orders
Voice notes tagged as issues can trigger service orders automatically. The right parts, the right technician, the right machine, no paperwork.
Audio reports
Accumulated voice notes are compiled into shift reports, maintenance summaries, and audit-ready documentation, built automatically from what your team already said.
See your entire operation. In real time.
Built for the machines that build the world.
Start building your factory's intelligence today.
Every voice note and vibration signature brings your machines closer to autonomy.