Complex Reasoning, Analysis, Research Synthesis & Math
Quality 97/100

Design early-warning indicators and trip-wires for a scenario set

Attach observable indicators and pre-agreed triggers to each scenario so drift away from the plan is detected early.

An indicator register with sourced early-warning signals, numeric trip-wires, owners, and falsifying-versus-confirming labels.

Template

Role

risk monitoring lead

Task

For each scenario in the set for {{strategic_decision}}, identify the earliest observable signs that it is materialising, turn each into a monitored indicator with a data source, an owner, and a review cadence, and set a trip-wire threshold that forces a reassessment of the belief {{key_belief}}. Distinguish indicators that merely confirm the baseline from those that would falsify it.

Context

The team already has {{scenario_count}} scenarios but no monitoring, so the strategy would only be revisited after the fact.

Inputs

  • Scenario narratives with their critical factors
  • The stated belief under test: {{key_belief}}
  • Available data sources and reporting cadence
  • Owners available for monitoring assignments

Constraints

  • Every indicator must be observable from a named data source, not a judgement call
  • Set a numeric or event-based trip-wire per indicator with a stated review action
  • Prioritise indicators that could falsify the baseline over those that confirm it
  • Cap the indicator set at {{indicator_cap}} to keep monitoring feasible

Output Format

An indicator register (scenario, indicator, data source, owner, cadence, trip-wire, action on breach) plus a short note on which indicators are falsifying versus confirming.

Quality Criteria

  • Indicators observable and sourced
  • Trip-wires specific and paired with actions
  • Falsifying indicators prioritised and labelled
  • Register stays within the feasibility cap
early-warning-indicators
expert
forecasting
monitoring
risk-management
scenario-planning