Use Dashboard Tools, Data Transformation, Data Modeling, DAX, Advanced Spreadsheets, and Reporting Automation

Analytical Methods & Quantitative Decision Support

A useful measure has an owner, a defined unit, a reporting period and a clear operating scope. Rates, equipment ratings, project results and cross-facility totals answer different questions. Consistent definitions, data checks and action thresholds make dashboards useful for decisions about reliability, capacity, schedule and benefits.

The Subject

Data Analytics, BI, and Operational Reporting

Explore the Activities

Conceptual engineering illustration: ceramic filtration

TSK-000036 · Method

Built Filtration Demand Model Using Acetator Logs, Production History, Product Filterability, Filtration Supplier Technical Trials, VCF Trends, and Peak-Demand Scenarios.

Filtration Demand and Capacity Modeling

Case: Filtration Demand and Capacity ModelingProject: Ceramic Crossflow Filter System + Ion Exchange Trial

Application context. Are data definitions and calculation bases reliable enough for the decision?

Conceptual engineering illustration: as built turnover

TSK-000451 · Action

Requirements-to-Acceptance and Turnover Controls

Fermentation Extract Manufacturing Commercialization

Trace Requirements Through Verification and Acceptance Plan Work Packages, Responsibilities and Interfaces Track Commitments, Actuals and Completion Forecasts Maintain Decisions, Changes and Risk Registers Prepare Operational Documentation and Ownership Transfer

Case: Fermentation Extract Manufacturing CommercializationProject: Fermentation Extract Manufacturing Commercialization

Application context. Are data definitions and calculation bases reliable enough for the decision?

Related Capabilities

Validate Calculation Bases and Decision TraceabilityApplication relationship
Why these connect
Automate analysis and performance reporting connects with validate calculation bases and decision traceability. Connect preparation and analysis to operating measures, forecasts and traceable interpretation.
Prepare and Validate Engineering DatasetsApplication relationship
Why these connect
Automate analysis and performance reporting connects with prepare and validate engineering datasets. Connect preparation and analysis to operating measures, forecasts and traceable interpretation.
Prepare Technical and Project DeliverablesApplication relationship
Why these connect
Prepare technical and project deliverables connects with automate analysis and performance reporting. Connect tool capabilities to design, analysis and controlled records without inferring every named product was used.

Related Case Studies

Filtration Demand and Capacity ModelingApplication relevance
Fermentation Extract Manufacturing CommercializationApplication relevance

Related Projects

Ceramic Crossflow Filter System + Ion Exchange TrialApplication relevance
Fermentation Extract Manufacturing CommercializationApplication relevance

Related Workstreams

Product Application and Intellectual-Property ExpansionApplication relevance
Wine Clarification and Vinegar Polishing ModernizationApplication relevance

Related Artifact Types

Data Analytics, BI, and Operational Reporting — Application ReviewCapability application review

All Portfolio Connections

All portfolio connections (14)

Data Analytics, BI, and Operational Reporting — Application Review Review artifact
Prepare and Validate Engineering Datasets Application relationship
Prepare Technical and Project Deliverables Application relationship
Validate Calculation Bases and Decision Traceability Application relationship
Filtration Demand and Capacity Modeling Application relevance
Fermentation Extract Manufacturing Commercialization Application relevance
Product Application and Intellectual-Property Expansion Application relevance
Wine Clarification and Vinegar Polishing Modernization Application relevance
Ceramic Crossflow Filter System + Ion Exchange Trial Application relevance
Fermentation Extract Manufacturing Commercialization Application relevance
Built Filtration Demand Model Using Acetator Logs, Production History, Product Filterability, Filtration Supplier Technical Trials, VCF Trends, and Peak-Demand Scenarios. Application relevance
Requirements-to-Acceptance and Turnover Controls Application relevance
Data Analytics, BI, and Operational Reporting Existing portfolio connection
Automate Analysis and Performance Reporting Existing portfolio connection