The AI brain for every machine on your factory floor
Plug-and-play hardware that captures operator knowledge with voice AI, monitors machine health with vibration analytics, and lets you chat with your factory's data to get instant answers.
Your factory's knowledge is walking out the door
When experienced operators leave, critical knowledge goes with them. Paper logs get lost. New hires take months to get up to speed. The result? Preventable downtime, repeated mistakes, and rising costs.
Critical know-how lives in people's heads — not in any system. When they leave, it leaves with them.
Without a searchable knowledge base, every new operator starts from scratch — repeating mistakes that were already solved.
How Abnito helps
Capture expertise before it walks out the door, monitor machine health around the clock, and make all of it instantly searchable.
Capture everything. Ask anything.
Abnito combines voice AI, vibration analytics, and document processing into a unified intelligence layer — then lets you chat with your factory's data to get instant, actionable answers.
Our ruggedized device sits on every machine. Operators speak naturally — reporting status, logging issues, sharing tips — and our AI transcribes, categorizes, and structures everything into a searchable knowledge base.
Press #4 making a clicking sound on the down-stroke. Started after lunch break.
Changed die set on stamping line B. New tooling from Vendor Corp, batch 4412.
Replaced coolant filter on CNC-07. Took 12 minutes. Previous filter was at 80% capacity.
Partnered with the leading accelerometer manufacturer, our vibration sensors detect anomalies invisible to the human ear. Know your machine health in real time — predict failures before they happen.
Upload PDF invoices from third-party vendors and our AI extracts, categorizes, and correlates the data with your operational logs and machine data.
Factory managers and operators can chat with Abnito's AI to ask questions about accumulated knowledge, machine history, maintenance records, and operational trends — getting instant, data-backed answers instead of digging through logs.
Why did Press #3 fail last Tuesday?
Press #3 experienced a bearing failure on Tuesday at 2:47 PM. Here's what I found:
How many other presses have the same bearing model?
4 other presses use SKF-6205 bearings. Based on vibration patterns, Press #7 shows early-stage wear — I'd recommend scheduling a replacement within 2 weeks.
See inside the platform
One dashboard for machines, knowledge, and insights. Built for plant managers who need answers, not more software.
Monitor every machine on your floor in one view. See real-time status, vibration trends, and AI-generated health scores — no clicks, no digging.
Every voice note, observation, and operator insight — automatically transcribed, structured, and searchable. Never lose tribal knowledge again.
AI-generated reports that surface trends, anomalies, and actionable recommendations. Stop manually compiling spreadsheets.
Download our annual report for a comprehensive overview of Abnito's impact on manufacturing operations.
Abnito is installed in the factory in 3 steps
No IT projects. No months-long deployments. Abnito was designed for the reality of manufacturing: fast, rugged, and simple.
Plug In
Mount the Abnito device on any machine. No wiring, no integration with existing PLCs or SCADA. Power on and it's live in under 30 seconds.
Capture
Operators speak naturally to log observations. Accelerometers continuously read vibration. PDFs are uploaded to the platform. Data flows automatically.
Which machines need attention this week?
Based on vibration trends and voice logs:
Ask & Analyze
AI processes voice logs into structured knowledge, detects vibration anomalies, and extracts data from documents. Then ask questions in plain English — get instant, data-backed answers about any machine, operator, or trend.
Fewer failures, more efficiency, better decisions.
Built for the makers
From metal cutting to food processing, Abnito adapts to any manufacturing environment and lets you ask questions about your data in plain language.
Machine Shops & Metal Fabrication
CNC machines, lathes, mills, and presses — monitor spindle health, capture setup knowledge, and ask your AI assistant why a tool wore out faster than expected.
Semiconductor
Wafer fabs, lithography, etching, and packaging — monitor chamber health, capture process engineer knowledge by voice, and query yield, defect, and equipment data instantly through AI chat.
Chemical & Pharmaceutical
Reactors, pumps, heat exchangers, and pharma batch systems — capture SOPs verbally, monitor equipment vibration for seal and pump failures, enforce GMP compliance, and let managers query safety, batch, and regulatory data in plain language.
Food & Beverage
Mixers, ovens, packaging lines — document recipes with voice, monitor equipment health, and ask the AI about batch history, compliance status, or production trends anytime.
Automotive
Stamping, welding, and assembly lines — capture tribal knowledge from experienced technicians, predict tooling failures, and query your entire production history through AI chat.
Aerospace & Defense
Precision machining, composite layup, and final assembly — enforce AS9100 traceability, capture inspector notes by voice, and query compliance records instantly.
Built for the factory floor
Abnito was founded with a simple belief: intelligence starts with capturing what your people already know. We combine AI with purpose-built hardware to solve the problems manufacturers face every day.
We're deploying devices in factories across the United States, proving that great technology can work in the real world, on real machines, with real operators.
Hardware-first thinking
We don't just write software. We build physical devices purpose-designed for harsh factory environments — dust, vibration, noise, heat.
Edge or cloud — your choice
For customers with strict security requirements, Abnito runs fully on-site at the edge. For others, our cloud deployment gets you up and running even faster — with the same AI capabilities.
Operator-centric design
No screens to tap, no forms to fill. Operators use their voice — the most natural interface — to interact with the system.
Partnership-driven sensors
Our vibration analytics use best-in-class accelerometers from a leading sensor manufacturer — not generic commodity parts.
Frequently asked questions
Everything you need to know about Abnito. Can't find the answer you're looking for? Reach out to us.
Under 30 seconds. The device attaches magnetically to any machine — no wiring, no integration with existing PLCs or SCADA systems. Power it on and it's live.
Yes. Abnito supports edge deployment, meaning all data processing can happen on-premises without any cloud dependency. For customers who prefer cloud, we offer that too — or a hybrid of both.
Any machine with moving parts — CNC machines, presses, compressors, pumps, conveyors, mixers, and more. If it vibrates, Abnito can monitor it. We work across industries including machine shops, food & beverage, chemical processing, and automotive.
Absolutely. Data is encrypted in transit and at rest. With edge deployment, your data never leaves your facility. For cloud deployments, we use AWS infrastructure with enterprise-grade security. Abnito does not sell or share customer data.
Minimal. Operators just speak naturally to log observations — no apps, no typing. The device captures voice and converts it to structured knowledge automatically. Most teams are fully productive on day one.
Traditional systems require months of integration, dedicated IT resources, and rarely capture operator knowledge. Abnito is plug-and-play hardware that combines voice AI, vibration analytics, and document intelligence in one device — no IT project needed.
Abnito's accelerometers continuously measure vibration patterns and use AI to detect anomalies like bearing wear, misalignment, imbalance, and looseness — often weeks before a failure occurs.
Yes. We offer pilot programs where you can deploy Abnito on a few machines and see results before scaling. Contact us to schedule a demo and discuss a pilot for your facility.
Ready to chat with your factory?
See how Abnito captures knowledge, monitors machine health, and lets you ask your factory anything. Request a demo and we'll walk you through it.