self-healing system
What It Means
A self-healing system automatically detects when something goes wrong and fixes itself without human help. Think of it like a car that notices a flat tire and automatically repairs it while you're driving, so you never experience the problem.
Why Chief AI Officers Care
Self-healing systems dramatically reduce operational costs by eliminating the need for 24/7 monitoring staff and reducing system downtime. They're essential for maintaining SLA commitments and ensuring AI services remain available to customers even when component failures occur.
Real-World Example
Netflix's streaming platform automatically detects when one of its servers fails and instantly reroutes traffic to healthy servers while spinning up replacement capacity. Users never experience interruption in their movie streaming, and Netflix engineers don't get woken up at 3 AM to manually fix the problem.
Common Confusion
People often confuse self-healing with predictive maintenance - self-healing fixes problems after they occur, while predictive maintenance tries to prevent problems before they happen. Self-healing is reactive repair, not proactive prevention.
Industry-Specific Applications
See how this term applies to healthcare, finance, manufacturing, government, tech, and insurance.
Healthcare: In healthcare, self-healing systems automatically detect and resolve IT infrastructure failures, medical device malfunct...
Finance: In finance, self-healing systems automatically detect and remediate operational failures, data inconsistencies, or perfo...
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Includes:
- 6 industry-specific applications
- Relevant regulations by sector
- Real compliance scenarios
- Implementation guidance
Technical Definitions
NISTNational Institute of Standards and Technology
"A computing system able to perceive that it is not operating correctly and, without human intervention, make the necessary adjustments to restore itself to normalcy."Source: IEEE_Guide_IPA
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