deployment
What It Means
Deployment is the phase where you actually launch your AI system into the real business environment where end users will interact with it. It's the transition from testing and development to live operations, including resolving any technical issues that arise during the go-live process.
Why Chief AI Officers Care
This is where theoretical AI capabilities meet business reality, and where most project failures occur due to integration challenges, user adoption issues, or performance problems in production. CAIOs must ensure proper change management, monitoring systems, and rollback procedures are in place since deployment issues can damage stakeholder confidence and derail entire AI initiatives.
Real-World Example
A retail company deploying their new AI-powered inventory management system must coordinate with warehouse staff training, integrate with existing ERP systems, establish monitoring dashboards for the operations team, and have support procedures ready when the system goes live across 50 distribution centers on a specific weekend.
Common Confusion
People often confuse deployment with implementation, but deployment is specifically the go-live phase, not the entire project. Many also underestimate that deployment includes resolving cutover issues and ensuring smooth operations, not just flipping a switch to turn the system on.
Industry-Specific Applications
See how this term applies to healthcare, finance, manufacturing, government, tech, and insurance.
Healthcare: In healthcare, deployment involves integrating AI systems into clinical workflows while ensuring compliance with HIPAA, ...
Finance: In finance, deployment requires rigorous adherence to regulatory frameworks like SOX, Basel III, and MiFID II, with mand...
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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
"Phase of a project in which a system is put into operation and cutover issues are resolved"Source: IEEE_Soft_Vocab
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