CyberTRIZPEDIA

Greater System Resilience vs Faster Operational Recovery

Implement self-healing architectures with documented recovery objectives to satisfy NIS2 resilience and incident recovery obligations.

CyberTRIZ analysis · AIRobotics contradiction AS020 · one of 8,235 worked contradictions published by CyberTRIZ.AI

Regulations

EU_NIS2ISO_22313IEC_62443COBIT2019ISO_27001

Business Context

Autonomous systems require resilient architectures capable of tolerating failures while recovering quickly enough to continue mission execution.

AI & Robotics TRIZ Resolution

Implement self-healing architectures that automatically isolate failures, restore affected services, and redistribute operational workloads.

Applicable TRIZ Principles

Principle 1 – Segmentation isolates failures to prevent them from affecting the entire system.

Principle 11 – Beforehand Cushioning prepares redundant capabilities before failures occur.

Principle 34 – Discarding and Recovering replaces failed components while restoring normal operations.

Expected Outcome

Greater operational resilience

Faster recovery

Reduced downtime

Higher mission availability

Decision Indicators

Early indicators include:

Recovery times continue increasing.

Single failures affect multiple services.

Manual recovery becomes necessary.

Mission interruptions become more frequent.

Monitoring these indicators strengthens autonomous system resilience.

TRIZ principles applied

P1 SegmentationP11 Beforehand cushioningP34 Discarding and recovering

Controls that address this (22)

EU_NIS2-CTRL-001 - Daily safeguarding reconciliationoperational · critical priority · Daily reconciliation between safeguarded customer balances, core ledger balances and safeguarded bank accounts. Variances above EUR 100 mustEU_NIS2-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_NIS2-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.