AIPGF Foundation Improvement Actions and Next Steps

Improvement actions should follow the maturity assessment rather than replace it. The strongest response is usually to choose the next action that closes the most important governance gap with the least confusion about ownership.

What to understand

Good improvement planning is usually:

• evidence-based
• proportionate to the risk and context
• explicit about who owns the next action
• designed to improve repeatability, not just solve one incident

Some actions are foundational, such as clarifying acceptable-use boundaries, defining review expectations, assigning ownership, or standardizing evidence retention. Others are more advanced, such as broader benchmarking or deeper capability development.

Example

If a maturity review shows that teams are already using AI but there is no shared approval path, the best next step is usually to define and communicate that approval and review structure. Running a large awareness campaign first may sound positive, but it does not close the core control gap.

Common pitfalls

• Choosing the most impressive action instead of the most necessary one.
• Launching training before the governance model is clear.
• Improving one project in isolation without capturing lessons that can strengthen broader practice.