02 — Capability · BC-750.60
Advanced Analytics
Apply statistical and analytical methods to business questions — forecasting, segmentation, optimization, experiment analysis — and deliver the results in a form the decision maker can act on.
- Data Science
- Analytical Modeling
- Decision Science
In scope
- Analytical model development for business questions
- Forecasting and scenario analysis
- Experiment design and analysis
- Analytical product delivery to decision makers
Out of scope
- Machine learning engineering and model operations (see BC-770)
- Market research and consumer insight programs (see BC-410)
Realized by · 1
- Snowflake · Snowflake Cortexemerging
Used in · 0
- Not yet placed on a value stream.
Build it · 0
- Nothing in the library points here yet.
Decomposes into · 4
- BC-750.60.10Analytical Model DevelopmentFrame a business question, select the method, build and validate the model and state its limits before anyone acts on it.
- BC-750.60.20Forecasting & Scenario AnalysisProject demand, cost, capacity or risk forward under stated assumptions and show how the answer changes when they do.
- BC-750.60.30Experiment Design & AnalysisDesign tests that can actually distinguish an effect from noise and read the results without flattering the hypothesis.
- BC-750.60.40Analytical Product DeliveryPackage an analysis as a reusable tool, scored dataset or embedded recommendation rather than a one-time slide.