Connected data should make decisions clearer. When information is unavailable, the dashboard shows the gap rather than creating an unsupported claim.
A useful way to begin
Choose one outcome, identify the information required and decide who should review the work. Keep the first change small enough to inspect and meaningful enough to learn from.
What confidence should look like
You should see what is connected, what AIM prepared, what a person approved and which evidence supports the result. Automation should reduce friction without hiding responsibility.
Add an example, conclusion or question.
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