What this means in practice

  • Run a trial on real, representative examples and compare against your current process.
  • Ask where data is stored, whether it is used for training, and how access is controlled.
  • Count the full cost: seats, usage, integration work and the time to review outputs.
  • Check the exit path: exporting data and replacing the tool without losing your workflow.

How Lid Vizion approaches it

We start with the business decision and operating context, define ownership and measurable milestones, then use configuration, integrations, automation, or custom software only where each earns its place.

See it as a workflow