Module 7 · Digital Twin: the Driver Tree

Module quiz

14 items drawn at random from a bank of 14 · pass mark 75% · unlimited retakes

1. You set Direction to Positive on a gross margin ratio node, reasoning "it's a KPI, so this must mean higher is better". What's wrong with that reasoning?

A selected node reading Product management salaries with a FOCUS badge, and its NODE panel open on the right showing Name, VW KPI ID 1000327, Direction with Positive, Negative and Neutral options and Neutral selected, and Values for 2026-06 showing Actual 560,610, Plan 589,207 and Forecast N/A.

2. You press Propagate and the toast reads "Propagated 40 nodes — Skipped 6 (4 missing baseline, 2 in cycle)". What is true of a manually-entered KPI in that tree?

3. A Calibrate run comes back with almost nothing marked Actionable, and most pairs blocked for missing data. What does that tell you about the tree?

The Driver Tree Calibration dialog, showing Detrending set to Linear, summary counts of 0 Actionable, 4 Tautologies, 0 Weak, 189 blocked for no target data and 159 blocked for no source data, confidence filter chips for high, medium and low, a connection table with Weight, Lag, Effect, N and Confidence columns currently empty, and an explanation of the underlying statistical method.

4. Where do a node's Actual, Plan and Forecast values appear when you click it?

5. A tenant has ten tree tabs. What tells you which one is the primary, most-maintained tree?

6. A system's Data Ingestion column reads Live API. What does that mean for how current its data is likely to be?

7. You're tracing leverage upstream from a KPI you care about, and reach a connection marked Tautology in Calibrate. What do you do?

8. You need to add a new legal subsidiary, not a team inside an existing one. Which button?

9. Which lens shows Calibrate's high/medium/low classification directly on the canvas?

10. A colleague is about to press Delete Tree on a tree with real nodes, assuming nothing will check them first. What should you tell them?

11. You switch off the FORECAST checkbox in the toolbar. What happens to Actual and Plan values on screen?

12. Gather from web fills Company Information, including a competitor list. What is the right next step?

13. You need to jump straight to one node out of six hundred. What do you use?

14. Which view mode is confirmed as the ordinary, full-tree display?

The full Driver Tree toolbar: tree tabs with node counts, a Views control, month navigation, an edit summary reading plus 47 nodes plus 41 edges, Actual Plan Forecast and VAR checkboxes, Default Focus and Impact view modes, Variance and Direction toggles, Confidence and Sparklines, Add Node, Add Formula and Generate via AI, and a second row with Propagate, Auto-layout, Inspect, Search, a layout-orientation toggle, Calibrate and Delete Tree.