Develop, Manage, and Deliver Analytics
How develop, manage, and deliver analytics are reshaped as AGI capability advances.
Business-as-Code
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Develop, Manage, and Deliver Analytics sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Develop, Manage, and Deliver Analytics inherits.
Where Develop, Manage, and Deliver Analytics sits
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How the work flows
Trigger: A business unit or strategic initiative requests new insights, predictive models, or data visualizations to address a specific operational or market challenge.
- Gather and prioritize analytical requirements from business stakeholders
- Identify, ingest, and prepare required internal and external data sources
- Develop and train data models, algorithms, or reporting dashboards
- Validate model accuracy, performance, and relevance against business objectives
- Deploy the approved analytical assets into the production environment
- Monitor model drift, usage metrics, and pipeline stability
- Refine or retire analytics based on ongoing performance and changing business needs
Outcome: Validated analytical models and dashboards are deployed into the production environment and actively provide reliable insights to end users.