What guides the work
Business-led
Qualify the problem and value before committing to a tool or implementation.
Human expertise
Bring specialist engineers and domain experts into scoped delivery, with accountable decisions.
Client control
Design for agreed ownership, access and capability transfer. Understand vendor constraints before selection.
Appropriate technology
Use existing systems where they solve the need; avoid unnecessary complexity and dependence.
The goal is practical adoption that your organisation can understand and manage.