Warehouse OperationsWhereScape RED consulting

Services

What I can help with in a WhereScape RED environment

Engagements can cover a defined incident, a technical investigation, development of operational tools and procedures, or end-to-end warehouse and reporting analysis.

01

Investigation

Investigate failed or unreliable RED processing

Investigate failed jobs, sequences and tasks; stalled, orphaned or unexpectedly completed processes; stale, missing or incorrect data; and slow runs. The aim is to establish or narrow the cause, recover safely and verify the result.

  • Failed jobs, sequences and tasks
  • Scheduler and execution-log analysis
  • Stalled, orphaned or unexpectedly completed processes
  • Stale, missing or incorrect data
  • Slow-run comparison
  • Recovery and verification procedures

Typical outputs

  • Evidence summary
  • Identified or narrowed cause
  • Recovery or remediation steps
  • Verification checklist
  • Recommendations for reducing recurrence
02

Technical analysis

Analyse RED repositories, dependencies and deployed objects

Build a defensible view of how an environment is configured and how RED objects relate to deployed database objects and downstream use.

  • Object-definition extraction
  • Mapping and where-used analysis
  • Upstream and downstream dependencies
  • Generated RED definitions compared with deployed SQL
  • Cross-environment comparison
  • Structured technical material for human or AI-assisted review

Typical outputs

  • Object or dependency extract
  • Technical findings
  • Difference or drift report
  • Impact analysis
  • Review-ready documentation
03

Operational tooling

Build practical RED administration tools and procedures

Convert repeated investigation and undocumented knowledge into clear, maintainable operating material that administrators can use under pressure.

  • Concise Markdown operating procedures
  • Reusable T-SQL diagnostics
  • Refresh and integrity checks
  • Environment and deployment records
  • Knowledge-transfer and handover material

Typical outputs

  • Documented purpose and prerequisites
  • Safe execution steps
  • Expected results
  • Interpretation guidance
  • Limitations and safety notes
  • Supporting SQL scripts
04

End-to-end support

Trace issues through SQL Server and reporting layers

Follow warehouse issues into the systems that consume the data. This is useful where a failure appears in a report but the cause sits upstream in data integration, warehouse processing or a cube.

  • SQL Server warehouse and stored procedure analysis
  • SSAS multidimensional cube processing
  • SSRS and Power BI impact analysis
  • Source-to-report tracing
  • Reconciliation and data-trust assessment
  • Technical explanation for business and support stakeholders

Typical outputs

  • Affected-path analysis
  • Reconciliation results
  • Impacted reports or datasets
  • Recovery and validation steps
  • Stakeholder-ready explanation

Evidence of how I work

Start with the public toolkit

The toolkit is the principal public example of how I structure repository exploration, scheduler analysis, validation, documentation and reusable diagnostics.

Public repository

WhereScape RED 8.6 toolkit

A practical toolkit for exploring, investigating, monitoring and documenting WhereScape RED 8.6.x metadata repositories. It includes repository architecture, table-reference and scheduler-structure documentation plus T-SQL scheduler audits, compatibility tests and a read-only repository structure validator.

It contains no client-specific systems or confidential information. The material is practical guidance and remains subject to validation against different RED repositories.

View the toolkit on GitHub

Version coverage

Strongest recent focus: RED 8.6.x

Support is also available for other WhereScape RED 8.x environments. Older or newer versions can be assessed before the scope and approach are agreed.

Available formats include focused independent investigation; findings and recommendations; implementation or remediation support; diagnostic or procedure development; and operational documentation and handover.

Independent consulting

Need an independent view of a RED problem?

Provide the version, platform, visible symptom and business impact. I will respond with the next useful step.

Contact GraemeEmail directly