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0.3.4 DATA_AND_REPORTING

Data and Reporting

Dashboards and KPI systems are only useful when the underlying data is mapped, cleaned up, and trusted. That part comes first.

COMMON_TOOLS

PYTHONSQLT-SQLSSRSPOWER BIETL

WHAT_WE_COVER

Operational reporting

Production, backlog, throughput, downtime, utilization, and related views tied to the systems that actually drive the business.

Executive KPI frameworks

Shared definitions, structured calculations, and reporting layers that reduce fights over whose spreadsheet is right.

Data pipelines and cleanup

ETL and reporting pipelines that normalize raw operational data, expose gaps, and reduce manual work in the process.

Visibility that informs product direction

This work is one of the clearest sources for the platform roadmap, especially around production visibility and ERP-connected operations.

RELATED_PRODUCT

Need numbers the business can actually trust?

Start with the data model and the workflow behind the report, not just the dashboard surface.