03 — Value stream · VS-200
Data-to-Decision
From data and records created in the course of business to an analysis that a decision actually uses, through ownership, definitions, pipelines and retention. Where Record-to-Report (VS-70) produces the financial statements, this stream serves any decision and keeps the evidence behind it findable and kept for the right time.
- Data-to-Insight
- Data-to-Value
- Insight-to-Action
- Data Lifecycle
- 01
Capture & Classify
VS-200.10Bring data and documents into governed stores with the shared terms, metadata and retention class that let them be found, secured and kept correctly.
- 02
Govern & Define
VS-200.20Name an owner for each important data set, agree what its terms mean, master the shared entities, and measure quality against the agreed rules.
- 03
Integrate & Prepare
VS-200.30Collect, clean and transform data into analytical stores on a reliable schedule, protected to the level its sensitivity requires.
- 04
Analyze & Present
VS-200.40Answer the question with reports, dashboards or analytical models built on the shared definitions, and state the confidence and limits of the result.
- 05
Decide & Act
VS-200.50Put the analysis in front of the people deciding, in the forum where they decide, and record the decision and the evidence it rested on.
- 06
Retain, Hold & Dispose
VS-200.60Keep the data and records behind the decision for as long as law and the business need them, hold them unchanged when litigation is foreseeable, and dispose of the rest on schedule.