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The computing infrastructure behind AI systems — rows of server racks in a data centre.

FIELD 01

Bringing AI out of the idea and into the real process.

VMV advises on, researches, develops, integrates and hands over AI solutions that fit a company's actual data, processes and infrastructure.

AI SERVICES

AI solution consulting services for businesses

  1. AI and digital-transformation consulting
  2. Training in AI, data and automation
  3. Research and proof-of-concept development
  4. AI, web/app development and integration
  5. Technology transfer and post-deployment support
Illustration of engineers using a system for real-time interpreting and technical-document translation in a factory meeting.

Multilingual interpreting in meetings

SOLUTION GROUPS

Solution groups

  1. Proposed application

    Data analysis and decision support

    The problem
    Data sits in scattered places, reporting is manual, and trends and causes are hard to see.
  2. Proposed application

    Forecasting, anomaly detection and predictive maintenance

    The problem
    Demand, load and equipment condition keep shifting, and manual tracking cannot keep up.
  3. Proposed application

    Computer vision and visual inspection

    The problem
    Visual checking is slow, inconsistent and hard to scale.
  4. Proposed application

    AI assistants and knowledge management

    The problem
    People lose time hunting for procedures, documents and internal answers.
  5. Proposed application

    Intelligent document processing

    The problem
    Data entry, reading and cross-checking of documents are still done by hand.
  6. Proposed application

    AI-enabled process automation

    The problem
    Repetitive steps shuttle between email, spreadsheets, documents and internal systems.
  7. Proposed application

    Voice, meeting and interpreting assistants

    The problem
    Conversations need to be captured, summarised or supported across languages.
  8. Proposed application

    AI embedded in robotics and engineering systems

    The problem
    Robots and automated systems need perception and decision support.
  9. Proposed application

    Custom models and problem-specific PoCs

    The problem
    The need does not match an off-the-shelf product, or it must be proven before a large investment.

AI IN EVERYDAY WORK

Example AI applications in business

A team working at their computers in a bright, modern office.
Proposed application

AI in everyday office work

An AI assistant working right inside Word, Excel and PowerPoint: drafting to the company's own templates, cleaning and consolidating data, building formulas and slide outlines. Everything lands in the tools the team already uses — no new software to learn.

Two engineers reviewing a production dashboard on a laptop, with a robot arm on the factory floor behind them.
Proposed application

AI built into the business

An assistant grounded in the approved document set — looking up procedures, specifications and internal guidance, and answering with a citation to the source. Integrated into the company's own web or app, with monitoring dashboards, user permissions and APIs into existing systems.