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S&P 5006,412.08+0.62%
NASDAQ21,884.30+1.04%
DOW44,910.55-0.18%
10-YR4.13%-0.03
BRENT$71.44+0.91%
BTC$96,120-2.11%
← CII Learn · AI & Technology

Business Dashboards & AI

From Reliable Metrics to Accountable Decisions

Build a decision-focused dashboard, define and reconcile metrics, design useful alerts and evaluate AI suggestions with evidence and human ownership. Includes a Fiscov category reference and a fictional inventory decision case.

What you will learn

  • Define a recurring decision and its required metrics.
  • Write a metric definition with formula and date basis.
  • Reconcile source records with dashboard totals.
  • Design an alert with an owner and response.
  • Verify AI recommendations and review the outcome.

Syllabus

  1. 1Start with a business decision, not a chart7 min
  2. 2Create metric definitions everyone can follow7 min
  3. 3Reconcile data before explaining a surprise7 min
  4. 4Turn thresholds into useful alerts7 min
  5. 5Use an AI explanation as a hypothesis7 min
  6. 6Evaluate the decision and close the loop7 min
  7. CBusiness case: An AI reorder suggestion needs an operator decision12 min