Practical AI assistance for industry

Expert guidance.
Right at work.

Bring expert knowledge to the shopfloor with vision, voice, and process context. Start with a head-mounted camera and wrist-mounted smartphone, and add Mimetik AI Gloves to capture hand actions.

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What We Build

AI Systems with Smart-
Context for Factories

Industrial work is highly contextual, and technicians need the right documentation, specifications, and troubleshooting knowledge while working on equipment.

Mimetik builds AI systems that combine sensing, enterprise knowledge, and worker-facing devices, so AI can understand the task precisely and support people with short and crispy answers in real time.

Observe Captures task and equipment signals
from wearables, ID tools, and
enterprise and maintenance systems.

Industrial AI systems must first understand what is happening during real work tasks.

The Observe layer captures operational signals that describe the technician’s environment, task, and equipment interaction.

Typical sensing sources include:

  • wearable tactile devices such as the Mimetik AI Glove
  • equipment identification technologies such as RFID, NFC, or barcode scanning
  • operational signals such as worker location, work order status, and task progress
  • enterprise information sources such as MES systems, ERP systems, QMS documentation, technical manuals, and maintenance records

By combining these signals, AI systems can understand the current task, equipment context, and relevant documentation with much higher precision.

Interpret Turns live signals into useful action
with data science, computer vision,
and natural-language AI agents.

Interpretation is where AI creates most of the value: it turns captured signals into actionable understanding and prepares effective assistance.

AI agents combine multiple capabilities, including:

  • AI data science for analyzing workflow and sensor data
  • AI vision for recognizing equipment, components, or visual conditions
  • AI communication systems for natural language interaction and documentation retrieval

The key challenge is the tradeoff between how much context must be observed, how much the model must learn to interpret it, and how much intelligence is needed to make Assist truly useful. These tradeoffs evolve over time.

Assist Delivers contextual guidance
through phones, glasses, wearables,
tablets, and industrial scanners.

Worker interfaces and connected devices give technicians instructions, technical knowledge, and a simple way to feed AI live task context without interrupting workflow.

Common interfaces include:

  • smartphones and tablets
  • wearable sensing devices
  • smart glasses
  • industrial scanners

This enables AI support to be part of the physical workflow through devices that workers use naturally while AI continuously receives the context it needs. We advise on the best-fitting devices.

Lightweight setup · vision and voice

Expert guidance, right where work happens

Start with a lightweight, powerful AI assistance setup: just a head-mounted camera and a wrist-mounted smartphone. The camera sees the work, voice lets workers ask questions, and the phone brings expert guidance to their wrist. No gloves, body trackers, or additional motion-capture sensors are needed.

DigitizeRecord work on video, review and edit detected actions, and add existing manuals.
InteractAsk by voice, watch relevant video fragments on demand, and receive alerts for missed actions.
AssistProcess the camera view in real time and deliver context-aware responses on the wrist-mounted screen.
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Female technician wiring a control panel with a head-mounted camera and wrist-mounted smartphone. Expanded phone views show her question, What to do next?, an instructional video for connecting a blue wire, and a four-step work checklist.

Our Know-How

Mimetik AI Glove

Mimetik AI Glove is an AI interaction device designed to capture both structured and unstructured manual actions during industrial work.

By analyzing hand and finger movements—including subtle micromotions—the glove’s AI can recognize patterns ranging from short, gesture-like sequences (similar to a language of the deaf) to complex patterns corresponding to full assembly work steps.

With the AI Glove, teams can:

  • Track manual steps and workflow deviations in real time
  • Spot inefficiencies and quality risks earlier
  • Turn hands-on work into actionable operational insight

How Industrial AI Works

Supporting Technicians in
Manufacturing and Maintenance

AI systems can support operational work in several ways by combining AI reasoning with context-providing devices.

Real-Time Knowledge Retrieval

AI systems can retrieve relevant instructions, specifications, and procedures during maintenance or assembly tasks.

AI-Supported Troubleshooting

AI systems can assist diagnostics by analyzing manuals, maintenance records, and technical documentation.

Automated Work Documentation

AI systems can capture observations, work progress, and structured maintenance records during execution.

Technician Training

AI systems can provide contextual guidance while technicians perform real work tasks and interact through wearables or other industrial devices.

Technician using the Mimetik glove during maintenance

Example Scenario

AI-Supported
Maintenance Workflow

  1. 1

    A technician arrives at a machine to perform a scheduled maintenance task.

  2. 2

    During the task, the technician needs to confirm a torque specification for a specific revision.

  3. 3

    Instead of searching through manuals or contacting a supervisor, the technician asks the AI system directly.

  4. 4

    The AI retrieves the correct specification from technical documentation and filters it for the exact machine configuration and document revision.

  5. 5

    The technician continues the task without interrupting the workflow.

Final CTA

Explore AI Opportunities in Your Operations

If you are exploring how AI could improve production or maintenance in your company, let’s discuss it.

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