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FIELD 02

Software that fits the system already running.

Software is only useful when it fits the data, the processes and the infrastructure a company already runs. VMV develops and integrates into exactly those systems, then hands over the source code and the technical documentation.

years of experience
3+
official AI services
05
team members
20+
offices
02

Software

Software development and integration for business

Developing and integrating websites, applications and dashboards into a company's existing processes and infrastructure, handed over with the source code and the technical documentation.

  1. Digital-transformation consulting and an adoption roadmap
  2. Requirements analysis and prototype development
  3. Web, application and dashboard development
  4. API integration with existing systems
  5. Source-code and documentation handover, with post-deployment support

OFFICIAL SERVICES

The three services this field is built on

  1. AI application and digital transformation consulting

    Service id
    AI-SVC-01

    Strategy and roadmap consulting for AI adoption and digital transformation, based on the company's real needs and processes.

    • Survey the current process and its bottlenecks
    • Identify work with automation potential
    • Make a first assessment of data and infrastructure
    • Rank the use cases by priority
    • Propose a path from trial to deployment
    • Define the evaluation criteria and PoC scope

  2. AI, web/app and automation system development and integration

    Service id
    AI-SVC-04

    Developing and integrating AI solutions, websites, applications and automation systems into the processes and infrastructure already in place.

    • Backend AI services
    • Web or application interfaces for end users
    • Analytics and monitoring dashboards
    • AI assistants connected to a knowledge base
    • APIs that integrate with existing systems
    • A human check or approval step over AI output

  3. Technology transfer and post-deployment support

    Service id
    AI-SVC-05

    Handing over the model, source code, process, technical documentation and operating instructions — then maintaining, upgrading and staying alongside the team.

    • Model, configuration and source code within the contract scope
    • Architecture and technical documentation, plus operating guides
    • Instructions for updating data or knowledge
    • Training for the receiving team
    • A monitoring and incident-handling procedure
    • Maintenance, bug fixes and feature upgrades

PRINCIPLES

How VMV puts software into operation

  1. No API key or secret is ever placed in the frontend.
  2. Monitoring and error handling are part of the design.
  3. A confirmation step stands before any consequential action.
  4. A demo, a PoC and a production system are kept clearly apart.
  5. The integration scope is set by the infrastructure that actually exists.