What this means in practice

  • Begin with internal, low-risk tasks before anything customer-facing.
  • Use business-grade tools with data retention and training controls set.
  • Keep a record of inputs, outputs and approvals for review.
  • Have compliance and counsel review the design against your specific obligations.

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.