First, give conclusions that can be used for decision-making
Prepare normal, missing, duplicated and delayed samples to assess whether the data support daily newspapers, real-time early warnings or monthly analyses.
What conditions need to be identified before judgement is made?
The same question may have different answers under different business, data and project phases. It is suggested that the following conditions be checked and that the common findings on the web be incorporated into their own projects.
Suggested order of advance
First, we'll be clear about the target and the border.
Collecting current statements and most frequently contested indicators.
Validation Key Dependence
(b) Inventory source system, field, blood and data quality.
Development of assessable outcomes
Select a theme field to create a catalogue of models and indicators.
Make sure you decide the next step with the real results.
Run and check on other topics on a continuous basis.
How do you understand it in the actual business?
The first issue is linked only to the ERP order, MES production and WMS treasury, harmonizing delivery cycles and extension calibres, and increasing procurement, quality, and financial topics after value is recognized. The examples do not represent the performance of a particular customer, and the actual conclusions need to be verified in relation to the enterprise’s own business volume, sample, system, and liability boundaries.
The easiest pit to step on.
First, we'll buy a big data platform and then we'll find a scene to use it.
Let technicians define business indicators only
Ignore permissions and data export risks
How should we end up receiving and confirming?
The first phase should deliver the list of data sources, field mapping, catalogue of indicators, quality rules, movement control, privileges and statements, and complete the source reconciliation of fixed dates.
When preparing to communicate with suppliers or internal teams, it is recommended that current processes, representative samples, existing systems, planning time and budget levels be brought. First, the unknown items are clearly marked, and then the decision is made to use diagnostics, PoC, fixed-range projects or ongoing research and development, which is usually more reliable than a direct demand for a price and duration without borders.