Source and metric map
We document systems, owners, refresh patterns and business definitions.
Reporting automation
Reporting automation with decision-ready data
Recurring reports are useful when everyone understands where data comes from, what each metric means and which decision it supports. We make that full chain traceable.
When is this a good fit?
Automation is useful when the same data is repeatedly gathered from several sources, definitions differ or producing the report leaves little time for interpretation.
Scope
What we build
Automated data preparation
Controlled steps standardise, filter and connect the required data.
Decision-supporting views
Goal-specific tables, visualisations and explanations reach the relevant audience.
Outcome
What the improved operation looks like
Shared definitions
Metric meaning, source and limitations are documented in one place.
Repeatable reporting
The same validated steps run for every refresh.
More time for interpretation
Instead of manual collection, the team can focus on changes and next actions.
Engagement
How we reach a working solution
- 01
Decisions and audience
We first define who uses the report, for what purpose and which questions it should answer.
- 02
Source validation
We verify data access, quality, refresh behaviour and ownership.
- 03
Report build and review
Sample data is used to agree definitions, views and validation checks.
- 04
Operational handover
We document responsibilities for refreshes, alerts, access and changes.
Frequently asked questions
Which data sources can be connected?
Advertising, analytics, CRM, sales and internal sources can be included when suitable access and data quality are available.
Does a dashboard alone solve the problem?
No. Reliable reporting also requires shared definitions, a validated data path, ownership and maintenance. The dashboard is the visible interface.
How do you detect incorrect data?
Critical steps can include completeness, format and reasonableness checks plus alerts. The validation method differs by source.
Who can change report definitions?
The designated data or business owner. Changes should be documented so historical trends and past decisions remain interpretable.
Make your reporting data path traceable
After the conversation, we summarise the recommended next step in writing.