Agree the definitions first
Most reporting disputes are definition disputes. We write down what 'active client' or 'qualified lead' means before building anything that counts them.
See the business
Data Engineering & Dashboards
One number everyone agrees on, updated without anyone touching a spreadsheet.
What this covers
- Pipelines that pull from your CRM, ERP, ad platforms and databases
- Warehouse setup with modelled, documented tables
- Executive and operational dashboards built for decisions, not decoration
- Automated reports delivered to email or WhatsApp on a schedule
- Data quality checks that flag problems before someone presents them
- Migration off spreadsheet reporting without losing the history
What you walk away with
- Running pipelines with monitoring and failure alerts
- Documented data model and metric definitions
- Dashboards with role-appropriate access
- Scheduled reports to the people who need them
How we work
Automate ingestion
Scheduled, monitored pipelines with alerting on failure. If a source breaks, someone finds out from an alert rather than from a wrong number in a board meeting.
Build for the decision
Each dashboard answers specific questions for specific people. Everything else is removed — cluttered dashboards go unread.
Make it self-serve
Filters and drill-downs so people answer their own follow-ups instead of queueing for an analyst.
Frequently asked
Our data is messy. Do we need to clean it first?
No — messy data is the normal starting condition. Cleaning and normalisation are part of the pipeline work, and the process usually surfaces problems worth fixing at the source too.
Which tools do you use?
Postgres or a managed warehouse for storage, scheduled jobs for ingestion, and the visualisation layer that fits your team — sometimes an off-the-shelf BI tool, sometimes a custom dashboard when the workflow is specific.
Can this feed WhatsApp or email reports?
Yes, and it's usually the highest-adoption format. Dashboards get visited weekly at best; a scheduled summary arriving where people already are gets read daily.
Unify your reporting.
Tell us what you're trying to solve — we'll scope it honestly, including whether it's worth doing.