choreography
What It Means
Choreography describes how different AI systems and business applications automatically coordinate with each other by following agreed-upon rules, without needing a central system to manage their interactions. Think of it like a well-rehearsed dance where each performer knows their steps and timing without a conductor directing every move. Each system knows when to send data, what format to use, and how to respond to other systems in the workflow.
Why Chief AI Officers Care
This approach reduces single points of failure and creates more resilient AI operations since no central controller can break the entire process. However, it makes debugging and monitoring more complex because there's no single place to observe what's happening across all system interactions. CAIOs need to ensure proper governance and audit trails are built into each participating system since there's no central oversight mechanism.
Real-World Example
An e-commerce company's AI systems work together to process orders: the inventory AI checks stock levels and automatically notifies the pricing AI, which adjusts prices and signals the recommendation AI to update product suggestions, which then triggers the marketing AI to send personalized emails. Each system knows exactly when and how to communicate with the others without a master system orchestrating every step.
Common Confusion
People often confuse choreography with orchestration, but orchestration has a central conductor controlling all the interactions between systems. Choreography is more like jazz musicians improvising together versus an orchestra following a conductor's baton.
Industry-Specific Applications
See how this term applies to healthcare, finance, manufacturing, government, tech, and insurance.
Healthcare: In healthcare, choreography enables seamless coordination between EHRs, imaging systems, laboratory networks, and AI dia...
Finance: In finance, choreography enables seamless automation across trading systems, risk management platforms, and regulatory r...
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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
"An ordered sequence of system-to-system message exchanges between two or more participants. In choreography, there is no central controller, responsible entity, or observer of the process."Source: IEEE_Guide_IPA
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