Make sense of the data work.
Practical notes on reporting, integration, data quality and the decisions behind reliable systems.
Why your business reports disagree
Before replacing a dashboard, check definitions, timing, duplicate records and the route the data takes.
BiSkilled · Updated September 2026When to automate spreadsheet reporting
Use the recurring work, the risk of errors and the stability of the rules to decide what to automate first.
BiSkilled · Updated September 2026Reconciliation starts with traceable data
What financial back-office systems need from their data pipelines, calculations and operating controls.
Tal Shany · Updated September 2026Start a data application with one useful workflow
A practical approach to scoping an internal tool, reporting portal or first product around real data.
Tal Shany · Updated September 2026Keeping data-project decisions available to the whole team
How shared requirements, definitions and delivery records support maintainable data systems.
Tal Shany · Updated September 2026Dashboards and data questions need the same foundation
How consistent definitions and governed data support both recurring reports and questions you did not plan in advance.
Tal Shany · Updated September 2026