AI, automation & governance

Use AI without losing control of quality, cost, and ownership.

A pragmatic framework to decide where AI is valuable, how it should be integrated, and how it should be governed.

Diagnostic

Signals that this needs attention

  • Scattered AI tests
  • Quality is hard to compare
  • Terminology risk
  • No guardrails
  • Prompts and workflows are undocumented

Method

How the intervention works

  • Use-case analysis
  • Guardrail definition
  • Hybrid workflow design
  • Quality/cost/speed measurement

Livrables

What you leave with

  • AI usage framework
  • Hybrid workflow
  • Governance checklist
  • Tool integration plan

Ready to clarify the next step?

Frame AI usage