Escalation of Commitment vs Strategic Flexibility

Establish documented retention schedules and automated deletion triggers aligned to GDPR storage-limitation requirements before expanding security data collection.

CyberTRIZ analysis · CognitiveBias contradiction S008 · one of 8,235 worked contradictions published by CyberTRIZ.AI

Regulations

EU_GDPR NIST_PRIVACY_FRAMEWORK DMBOK ISO_27001

Business Context

Organizations often continue investing in unsuccessful initiatives because significant resources have already been committed, making it difficult to acknowledge that strategic adjustments are necessary.

CognitiveTRIZ Resolution

Establish predefined review milestones with objective continuation and termination criteria before project implementation begins.

Recommended Principles

Principle 18 -Structured Evaluation

Principle 20 -Continuous Feedback

Principle 22 -Adaptive Thinking

Expected Outcome

Better resource allocation

Reduced sunk-cost effects

Improved strategic flexibility

Higher project success rates

Decision Indicators

Early indicators that base rate neglect may be influencing organizational decision-making include:

Individual cases receive greater attention than historical probabilities.

Risk assessments ignore long-term statistical trends.

Forecasts emphasize exceptional events instead of typical outcomes.

Probability estimates differ significantly from historical experience.

Strategic discussions rely on specific examples rather than population data.

Monitoring these indicators strengthens probabilistic reasoning and improves forecasting reliability.

TRIZ principles applied

P18 Structured EvaluationP20 Continuous FeedbackP22 Adaptive Thinking

Controls that address this (22)

EU_GDPR-CTRL-001 - Daily safeguarding reconciliationoperational · critical priority · Daily reconciliation between safeguarded customer balances, core ledger balances and safeguarded bank accounts. Variances above EUR 100 must EU_GDPR-CTRL-002 - Critical ICT incident reportingoperational · critical priority · All major ICT incidents impacting payment services, customer data or availability must be classified within 4 hours and reported under DORA EU_GDPR-CTRL-003 - GDPR breach notification workflowoperational · critical priority · Personal data breaches must be assessed within 12 hours and reported to the Belgian DPA within 72 hours where risk to data subjects exists.